14 CFR 221.202 - The filing of tariffs and amendments to tariffs.

Code of Federal Regulations, 2010 CFR

2010-01-01

... time; (4) Proposed effective date; (5) Justification text; reference to geographic area and affected... part of official tariff”, in a manner acceptable to the Department. (c) A Historical File—which shall..., reference shall be made to that tariff containing the rule; (8) Rule text applicable to each fare at the...

14 CFR 221.72 - Reinstating canceled or expired tariff provisions.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Reinstating canceled or expired tariff... (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Amendment of Tariffs § 221.72 Reinstating canceled or expired tariff provisions. Any fares, rules, or other tariff provisions which have been canceled or which...

19 CFR 141.90 - Notation of tariff classification and value on invoice.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 19 Customs Duties 2 2010-04-01 2010-04-01 false Notation of tariff classification and value on... classification and value on invoice. (a) [Reserved] (b) Classification and rate of duty. The importer or customs... invoice value which have been made to arrive at the aggregate entered value. In addition, the entered unit...

Bill Calculator V1.0

DOE Office of Scientific and Technical Information (OSTI.GOV)

2002-08-19

Utitlity tariffs vary significantly from utility to utility. Each utility has its own rates and sets of rules by which bills are calculated. The Bill Calculator reconstructs the tariff based on these rules, stored in data tables, and access the appropriate charges for a given energy consumption and demand. The software reconstructs the tariff logic from the rules stored in data tables. Changes are tallied as the logic is reconstructed. This is essentially an accounting program. The main limitation is on the time to search for each tariff element. It is currently on O(N) search. Also, since the Bill calculatormore » first stores all tariffs in an array and then reads the array to reconstruct a specific tariff, the memory limitatins of a particular system would limit the number of tariffs that could be handled. This tool allows a user to calculate a bill from any sampled utility without prior knowledge of the tariff logic or structure. The peculiarities of the tariff logic are stored in data tables and manged by the Bill Calculator software. This version of the software is implemented as a VB module that operates within Microsoft Excel. Input data tables are stored in Excel worksheets. In this version the Bill Calculator functions can be assessed through Excel as user defined worksheet functions. Bill Calculator can calculate approximately 50,000 bills in less than 30 minutes.« less

14 CFR 221.31 - Rules and regulations governing passenger fares and services.

Code of Federal Regulations, 2010 CFR

2010-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Manner of Filing Tariffs § 221.31 Rules and... (b) of this section may be filed in a paper format, subject to the requirements of this part and...

19 CFR 146.41 - Privileged foreign status.

Code of Federal Regulations, 2010 CFR

2010-04-01

... change in tariff classification will be given status as privileged foreign merchandise on proper application to the port director. (b) Application. Each application for this status will be made on Customs... which has effected a change in tariff classification. (c) Supporting documentation. Each applicant for...

47 CFR 61.13 - Scope.

Code of Federal Regulations, 2010 CFR

2010-10-01

... FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS Rules for Electronic Filing § 61.13 Scope. (a) This applies to all tariff publications of carriers required to file... technical requirements of the Electronic Tariff Filing System. ...

19 CFR 10.918 - De minimis.

Code of Federal Regulations, 2014 CFR

2014-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 32(n), HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10...

19 CFR 10.3018 - De minimis.

Code of Federal Regulations, 2014 CFR

2014-04-01

... this section, a good that does not undergo a change in tariff classification pursuant to General Note 34, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10...

19 CFR 10.2018 - De minimis.

Code of Federal Regulations, 2014 CFR

2014-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 35, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10 percent...

19 CFR 10.1018 - De minimis.

Code of Federal Regulations, 2014 CFR

2014-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 33, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10 percent...

19 CFR 10.1018 - De minimis.

Code of Federal Regulations, 2012 CFR

2012-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 33, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10 percent...

19 CFR 10.918 - De minimis.

Code of Federal Regulations, 2013 CFR

2013-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 32(n), HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10...

19 CFR 10.918 - De minimis.

Code of Federal Regulations, 2012 CFR

2012-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 32(n), HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10...

19 CFR 10.1018 - De minimis.

Code of Federal Regulations, 2013 CFR

2013-04-01

... section, a good that does not undergo a change in tariff classification pursuant to General Note 33, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10 percent...

19 CFR 10.3018 - De minimis.

Code of Federal Regulations, 2013 CFR

2013-04-01

... this section, a good that does not undergo a change in tariff classification pursuant to General Note 34, HTSUS, is an originating good if: (1) The value of all non-originating materials used in the production of the good that do not undergo the applicable change in tariff classification does not exceed 10...

18 CFR 281.212 - Draft tariff and index of entitlements.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Draft tariff and index... Rule § 281.212 Draft tariff and index of entitlements. (a) Each interstate pipeline shall prepare draft tariff sheets or sections and a draft index of entitlements in accordance with this subpart. (b) The...

18 CFR 281.212 - Draft tariff and index of entitlements.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Draft tariff and index... Rule § 281.212 Draft tariff and index of entitlements. (a) Each interstate pipeline shall prepare draft tariff sheets or sections and a draft index of entitlements in accordance with this subpart. (b) The...

18 CFR 281.212 - Draft tariff and index of entitlements.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Draft tariff and index... Rule § 281.212 Draft tariff and index of entitlements. (a) Each interstate pipeline shall prepare draft tariff sheets or sections and a draft index of entitlements in accordance with this subpart. (b) The...

18 CFR 281.212 - Draft tariff and index of entitlements.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Draft tariff and index... Rule § 281.212 Draft tariff and index of entitlements. (a) Each interstate pipeline shall prepare draft tariff sheets or sections and a draft index of entitlements in accordance with this subpart. (b) The...

18 CFR 281.212 - Draft tariff and index of entitlements.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Draft tariff and index... Rule § 281.212 Draft tariff and index of entitlements. (a) Each interstate pipeline shall prepare draft tariff sheets or sections and a draft index of entitlements in accordance with this subpart. (b) The...

47 CFR 61.20 - Method of filing publications.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 47 Telecommunication 3 2014-10-01 2014-10-01 false Method of filing publications. 61.20 Section 61...) TARIFFS General Rules for Nondominant Carriers § 61.20 Method of filing publications. (a) All issuing carriers that file tariffs shall file all tariff publications and associated documents, such as transmittal...

18 CFR 385.215 - Amendment of pleadings and tariff or rate filings (Rule 215).

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Amendment of pleadings..., Intervention, and Summary Disposition § 385.215 Amendment of pleadings and tariff or rate filings (Rule 215... which has not been denied, may seek to modify its pleading by filing an amendment which conforms to the...

18 CFR 385.215 - Amendment of pleadings and tariff or rate filings (Rule 215).

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Amendment of pleadings..., Intervention, and Summary Disposition § 385.215 Amendment of pleadings and tariff or rate filings (Rule 215... which has not been denied, may seek to modify its pleading by filing an amendment which conforms to the...

18 CFR 385.215 - Amendment of pleadings and tariff or rate filings (Rule 215).

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Amendment of pleadings..., Intervention, and Summary Disposition § 385.215 Amendment of pleadings and tariff or rate filings (Rule 215... which has not been denied, may seek to modify its pleading by filing an amendment which conforms to the...

18 CFR 385.215 - Amendment of pleadings and tariff or rate filings (Rule 215).

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Amendment of pleadings..., Intervention, and Summary Disposition § 385.215 Amendment of pleadings and tariff or rate filings (Rule 215... which has not been denied, may seek to modify its pleading by filing an amendment which conforms to the...

49 CFR 1312.2 - Requirement to publish and file a tariff.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 49 Transportation 9 2010-10-01 2010-10-01 false Requirement to publish and file a tariff. 1312.2... CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.2 Requirement to publish and file a tariff. (a) Requirement... rates, and related rules and practices, for such transportation or service are contained in a published...

47 CFR 61.3 - Definitions.

Code of Federal Regulations, 2012 CFR

2012-10-01

... tariff language. (ll) Regulations. The body of carrier prescribed rules in a tariff governing the... account; and (ii) Has either an interstate terminating-to-originating traffic ratio of at least 3:1 in a...

75 FR 48629 - Electronic Tariff Filing System (ETFS)

Federal Register 2010, 2011, 2012, 2013, 2014

2010-08-11

...In this document, the Federal Communications Commission (Commission) seeks comment on extending the electronic tariff filing requirement for incumbent local exchange carriers to all carriers that file tariffs and related documents. Additionally, the Commission seeks comment on the appropriate time frame for implementing this proposed requirement. The Commission also seeks comment on the proposal that the Chief of the Wireline Competition Bureau administer the adoption of this extended electronic filing requirement. Also, the Commission seeks comment on proposed rule changes to implement mandatory electronic tariff filing.

18 CFR 341.8 - Terminal and other services.

Code of Federal Regulations, 2010 CFR

2010-04-01

... COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER THE INTERSTATE COMMERCE ACT OIL PIPELINE TARIFFS: OIL.... Carriers must publish in their tariffs rules governing such matters as prorationing of capacity, demurrage... unloading, gathering, terminalling, batching, blending, commingling, and connection policy, and all other...

76 FR 61956 - Electronic Tariff Filing System (ETFS)

Federal Register 2010, 2011, 2012, 2013, 2014

2011-10-06

...] Electronic Tariff Filing System (ETFS) AGENCY: Federal Communications Commission. ACTION: Final rule; announcement of effective date. SUMMARY: In this document, the Commission announces that the Office of Management and Budget (OMB) has approved, for a period of three years, the information collection associated...

19 CFR 10.459 - De minimis.

Code of Federal Regulations, 2013 CFR

2013-04-01

... good that does not undergo a change in tariff classification pursuant to General Note 26(n), HTSUS, will nonetheless be considered to be an originating good if— (1) The value of all non-originating materials that are used in the production of the good and do not undergo the applicable change in tariff...

19 CFR 10.459 - De minimis.

Code of Federal Regulations, 2014 CFR

2014-04-01

... good that does not undergo a change in tariff classification pursuant to General Note 26(n), HTSUS, will nonetheless be considered to be an originating good if— (1) The value of all non-originating materials that are used in the production of the good and do not undergo the applicable change in tariff...

19 CFR 10.459 - De minimis.

Code of Federal Regulations, 2012 CFR

2012-04-01

... good that does not undergo a change in tariff classification pursuant to General Note 26(n), HTSUS, will nonetheless be considered to be an originating good if— (1) The value of all non-originating materials that are used in the production of the good and do not undergo the applicable change in tariff...

18 CFR 341.6 - Adoption rule.

Code of Federal Regulations, 2010 CFR

2010-04-01

... properties is transferred, the adopting carrier must file and post an adoption notice, numbered in its own FERC Tariff series, reading as follows: The [legal name of adopting carrier] hereby adopts and makes its own all tariff publications of [name of adopted carrier], effective [date]. (2) The adopting...

75 FR 37787 - Combined Notice of Filings # 1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-06-30

... proposal to revise the Forward Capacity Market rules. Filed Date: 06/14/2010. Accession Number: 20100615... Succession and a revised rate schedule. Filed Date: 06/22/2010. Accession Number: 20100622-0212. Comment Date.... Description: KGen Hot Spring LLC submits tariff filing per 35.12: Initial Baseline Market Based Rate Tariff...

47 CFR 61.43 - Annual price cap filings required.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 3 2010-10-01 2010-10-01 false Annual price cap filings required. 61.43... (CONTINUED) TARIFFS General Rules for Dominant Carriers § 61.43 Annual price cap filings required. Carriers subject to price cap regulation shall submit annual price cap tariff filings that propose rates for the...

47 CFR 61.14 - Method of filing publications.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 47 Telecommunication 3 2014-10-01 2014-10-01 false Method of filing publications. 61.14 Section 61...) TARIFFS Rules for Electronic Filing § 61.14 Method of filing publications. (a) Publications filed... date of a publication received by the Electronic Tariff Filing System will be determined by the date...

Communications Satellite Tariffs for Television. IBI Monograph Number 3.

ERIC Educational Resources Information Center

Passell, Peter; Ross, Leonard

Dealing with the experiences of and the conditions for international and intercontinental satellite transmissions as they have been carried out during the past decade, this paper focuses on the rules and practices applied within the Intelsat system. The purpose of the paper is to explore the issues involved in establishing tariffs in accord with…

47 CFR 61.47 - Adjustments to the SBI; pricing bands.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 3 2010-10-01 2010-10-01 false Adjustments to the SBI; pricing bands. 61.47... (CONTINUED) TARIFFS General Rules for Dominant Carriers § 61.47 Adjustments to the SBI; pricing bands. (a) In...) Pricing bands shall be established each tariff year for each service category and subcategory within a...

76 FR 25343 - Information Collection Being Submitted for Review and Approval to the Office of Management and...

Federal Register 2010, 2011, 2012, 2013, 2014

2011-05-04

... collection techniques or other forms of information technology; and (e) ways to further reduce the... Informational Tariffs, and 64.710 Operator Services for Prison Inmate Phones. Total Annual Burden: 205,023 hours... informational tariffs with the Commission. These rules help to ensure that consumers receive information...

47 CFR 61.47 - Adjustments to the SBI; pricing bands.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 47 Telecommunication 3 2011-10-01 2011-10-01 false Adjustments to the SBI; pricing bands. 61.47... (CONTINUED) TARIFFS General Rules for Dominant Carriers § 61.47 Adjustments to the SBI; pricing bands. (a) In...) Pricing bands shall be established each tariff year for each service category and subcategory within a...

18 CFR 385.214 - Intervention (Rule 214).

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Intervention (Rule 214..., Notices of Tariff or Rate Examination, Orders To Show Cause, Intervention, and Summary Disposition § 385.214 Intervention (Rule 214). (a) Filing. (1) The Secretary of Energy is a party to any proceeding upon...

18 CFR 385.214 - Intervention (Rule 214).

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Intervention (Rule 214..., Notices of Tariff or Rate Examination, Orders To Show Cause, Intervention, and Summary Disposition § 385.214 Intervention (Rule 214). (a) Filing. (1) The Secretary of Energy is a party to any proceeding upon...

18 CFR 385.214 - Intervention (Rule 214).

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Intervention (Rule 214..., Notices of Tariff or Rate Examination, Orders To Show Cause, Intervention, and Summary Disposition § 385.214 Intervention (Rule 214). (a) Filing. (1) The Secretary of Energy is a party to any proceeding upon...

18 CFR 385.214 - Intervention (Rule 214).

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Intervention (Rule 214..., Notices of Tariff or Rate Examination, Orders To Show Cause, Intervention, and Summary Disposition § 385.214 Intervention (Rule 214). (a) Filing. (1) The Secretary of Energy is a party to any proceeding upon...

47 CFR 1.1105 - Schedule of charges for applications and other filings for the wireline competition services.

Code of Federal Regulations, 2010 CFR

2010-10-01

... of Part 69 Tariff Rules (per request) Corres & 159 815.00 CQK 3. Accounting: a. Review of...,130.00 CVA b. Petition for Waiver (per petition): (i) Waiver of Part 69 Accounting Rules & Part 32 Accounting Rules, Part 43 Reporting Requirements, Part 64 Allocation of Costs Rules, Part 65 Rate of Return...

14 CFR 221.61 - Rules and regulations governing foreign air transportation.

Code of Federal Regulations, 2010 CFR

2010-01-01

... governing foreign air transportation. Instead of being included in the fares tariffs, the rules and regulations governing foreign air transportation required to be filed by §§ 221.20 and 221.30 and/or... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Rules and regulations governing foreign air...

18 CFR 385.217 - Summary disposition (Rule 217).

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Summary disposition... Filings, Notices of Tariff or Rate Examination, Orders To Show Cause, Intervention, and Summary Disposition § 385.217 Summary disposition (Rule 217). (a) Applicability. This section applies to: (1) Any...

76 FR 75911 - Certain Video Game Systems and Controllers; Investigations: Terminations, Modifications and Rulings

Federal Register 2010, 2011, 2012, 2013, 2014

2011-12-05

... INTERNATIONAL TRADE COMMISSION [Investigation No. 337-TA-743] Certain Video Game Systems and Controllers; Investigations: Terminations, Modifications and Rulings AGENCY: U.S. International Trade Commission. ACTION: Notice. Section 337 of the Tariff Act of 1930 provides that if the Commission finds a...

19 CFR 10.2022 - Retail packaging materials and containers.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 19 Customs Duties 1 2014-04-01 2014-04-01 false Retail packaging materials and containers. 10.2022... Trade Promotion Agreement Rules of Origin § 10.2022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail...

78 FR 15803 - Request for Petitions To Accelerate Tariff Elimination and Modify the Rules of Origin Under the...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-03-12

... amend the Agreement's rules of origin. Section 203(o)(3) of the USCTPA Act authorizes the President to..., implementing, and monitoring new rules of origin; and (3) the level and breadth of interest that manufacturers... subheadings, and may also be submitted at the 6, 4, or 2 digit level where the intent is to cover all...

78 FR 42886 - Non-Vessel-Operating Common Carrier Negotiated Rate Arrangements; Tariff Publication Exemption

Federal Register 2010, 2011, 2012, 2013, 2014

2013-07-18

... current rule is discriminatory. FEDESPEDI believes that granting the exemption to foreign-based unlicensed... supports equal treatment of all NVOCCs, so that they are permitted to use the exemption whether or not they..., FIATA believes that the proposed rule ``will resolve the problem of unequal playing fields for foreign...

19 CFR 10.922 - Retail packaging materials and containers.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 19 Customs Duties 1 2014-04-01 2014-04-01 false Retail packaging materials and containers. 10.922... Trade Promotion Agreement Rules of Origin § 10.922 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale...

19 CFR 10.922 - Retail packaging materials and containers.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 19 Customs Duties 1 2013-04-01 2013-04-01 false Retail packaging materials and containers. 10.922... Trade Promotion Agreement Rules of Origin § 10.922 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale...

19 CFR 10.922 - Retail packaging materials and containers.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 19 Customs Duties 1 2012-04-01 2012-04-01 false Retail packaging materials and containers. 10.922... Trade Promotion Agreement Rules of Origin § 10.922 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale...

19 CFR 10.1022 - Retail packaging materials and containers.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 19 Customs Duties 1 2012-04-01 2012-04-01 false Retail packaging materials and containers. 10.1022... Free Trade Agreement Rules of Origin § 10.1022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale, if...

19 CFR 10.3022 - Retail packaging materials and containers.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 19 Customs Duties 1 2013-04-01 2013-04-01 false Retail packaging materials and containers. 10.3022...-Colombia Trade Promotion Agreement Rules of Origin § 10.3022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail...

19 CFR 10.3022 - Retail packaging materials and containers.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 19 Customs Duties 1 2014-04-01 2014-04-01 false Retail packaging materials and containers. 10.3022...-Colombia Trade Promotion Agreement Rules of Origin § 10.3022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail...

19 CFR 10.1022 - Retail packaging materials and containers.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 19 Customs Duties 1 2014-04-01 2014-04-01 false Retail packaging materials and containers. 10.1022... Free Trade Agreement Rules of Origin § 10.1022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale, if...

19 CFR 10.1022 - Retail packaging materials and containers.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 19 Customs Duties 1 2013-04-01 2013-04-01 false Retail packaging materials and containers. 10.1022... Free Trade Agreement Rules of Origin § 10.1022 Retail packaging materials and containers. (a) Effect on tariff shift rule. Packaging materials and containers in which a good is packaged for retail sale, if...

76 FR 19347 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2011-04-07

... per 35: Compliance filing to conform Attachment M of APS's OATT to be effective 8/31/2010. Filed Date... tariff filing per 35.13(a)(2)(iii): W2-014 ? Interim ISA Original Service Agreement No. 2797 to be... accordance with Rules 211 and 214 of the Commission's Rules of Practice and Procedure (18 CFR 385.211 and 385...

77 FR 15943 - United States-Korea Free Trade Agreement

Federal Register 2010, 2011, 2012, 2013, 2014

2012-03-19

...This rule amends the Customs and Border Protection (CBP) regulations on an interim basis to implement the preferential tariff treatment and other customs-related provisions of the United States- Korea Free Trade Agreement.

75 FR 39613 - Request for Proposals To Accelerate Tariff Elimination and Modify the Rules of Origin Under the...

Federal Register 2010, 2011, 2012, 2013, 2014

2010-07-09

... origin. Section 202(o)(2) of the USCFTA Act authorizes the President to proclaim modifications to the..., implementing, and monitoring modified rules of origin; and (3) the level and breadth of interest that..., but proposals may also be submitted at the 6, 4, or 2 digit level where the intent is to cover all...

78 FR 8434 - Dairy Tariff-Rate Import Quota Licensing Program

Federal Register 2010, 2011, 2012, 2013, 2014

2013-02-06

..., hand delivery, or courier: Abdelsalam El-Farra, Agricultural Marketing Specialist, Sugar and Dairy...-Farra, Agricultural Marketing Specialist, Sugar and Dairy Branch, Import Programs and Export Reporting..., February 6, 2013 / Proposed Rules#0;#0; [[Page 8434

18 CFR 35.35 - Transmission infrastructure investment.

Code of Federal Regulations, 2011 CFR

2011-04-01

... infrastructure investment. 35.35 Section 35.35 Conservation of Power and Water Resources FEDERAL ENERGY... AND TARIFFS Transmission Infrastructure Investment Provisions § 35.35 Transmission infrastructure investment. (a) Purpose. This section establishes rules for incentive-based (including performance-based...

47 CFR 61.14 - Method of filing publications.

Code of Federal Regulations, 2010 CFR

2010-10-01

....14 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS Rules for Electronic Filing § 61.14 Method of filing publications. (a) Publications filed electronically must be addressed to “Secretary, Federal Communications Commission, Washington, DC 20554.” The...

19 CFR 141.90 - Notation of tariff classification and value on invoice.

Code of Federal Regulations, 2013 CFR

2013-04-01

.... (d) Importer's notations in blue or black ink. Except when invoice line data are linked to an entry... the invoice by the importer or customs broker must be in blue or black ink. [T.D. 73-175, 38 FR 17447...

19 CFR 141.90 - Notation of tariff classification and value on invoice.

Code of Federal Regulations, 2012 CFR

2012-04-01

.... (d) Importer's notations in blue or black ink. Except when invoice line data are linked to an entry... the invoice by the importer or customs broker must be in blue or black ink. [T.D. 73-175, 38 FR 17447...

19 CFR 141.90 - Notation of tariff classification and value on invoice.

Code of Federal Regulations, 2011 CFR

2011-04-01

.... (d) Importer's notations in blue or black ink. Except when invoice line data are linked to an entry... the invoice by the importer or customs broker must be in blue or black ink. [T.D. 73-175, 38 FR 17447...

19 CFR 141.90 - Notation of tariff classification and value on invoice.

Code of Federal Regulations, 2014 CFR

2014-04-01

.... (d) Importer's notations in blue or black ink. Except when invoice line data are linked to an entry... the invoice by the importer or customs broker must be in blue or black ink. [T.D. 73-175, 38 FR 17447...

47 CFR 61.14 - Method of filing publications.

Code of Federal Regulations, 2012 CFR

2012-10-01

... 47 Telecommunication 3 2012-10-01 2012-10-01 false Method of filing publications. 61.14 Section 61.14 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS Rules for Electronic Filing § 61.14 Method of filing publications. (a) Publications filed...

47 CFR 61.25 - References to other instruments.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 3 2010-10-01 2010-10-01 false References to other instruments. 61.25 Section 61.25 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS General Rules for Nondominant Carriers § 61.25 References to other instruments. In...

47 CFR 61.17 - Applications for special permission.

Code of Federal Regulations, 2011 CFR

2011-10-01

... (CONTINUED) TARIFFS Rules for Electronic Filing § 61.17 Applications for special permission. (a) All issuing carriers that file applications for special permission, associated documents, such as transmittal letters, requests for special permission, and supporting information, shall file those documents electronically. (b...

47 CFR 61.20 - Method of filing publications.

Code of Federal Regulations, 2012 CFR

2012-10-01

... 47 Telecommunication 3 2012-10-01 2012-10-01 false Method of filing publications. 61.20 Section 61.20 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS General Rules for Nondominant Carriers § 61.20 Method of filing publications. (a) All issuing...

17 CFR 204.3 - General.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 17 Commodity and Securities Exchanges 2 2010-04-01 2010-04-01 false General. 204.3 Section 204.3 Commodity and Securities Exchanges SECURITIES AND EXCHANGE COMMISSION RULES RELATING TO DEBT COLLECTION...; the Social Security Act; or the tariff laws of the United States. (e) The procedures for...

19 CFR 201.0 - Seal.

Code of Federal Regulations, 2010 CFR

2010-04-01

... STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL APPLICATION § 201.0 Seal. (a) Pursuant to... International Trade Commission and he, or the Acting Secretary, may execute under seal any certification... of the United States International Trade Commission. (Sec. 331(g), Tariff Act of 1930, as amended (19...

19 CFR 201.0 - Seal.

Code of Federal Regulations, 2011 CFR

2011-04-01

... STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL APPLICATION § 201.0 Seal. (a) Pursuant to... International Trade Commission and he, or the Acting Secretary, may execute under seal any certification... of the United States International Trade Commission. (Sec. 331(g), Tariff Act of 1930, as amended (19...

19 CFR 201.0 - Seal.

Code of Federal Regulations, 2013 CFR

2013-04-01

... STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL APPLICATION § 201.0 Seal. (a) Pursuant to... International Trade Commission and he, or the Acting Secretary, may execute under seal any certification... of the United States International Trade Commission. (Sec. 331(g), Tariff Act of 1930, as amended (19...

19 CFR 201.0 - Seal.

Code of Federal Regulations, 2012 CFR

2012-04-01

... STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL APPLICATION § 201.0 Seal. (a) Pursuant to... International Trade Commission and he, or the Acting Secretary, may execute under seal any certification... of the United States International Trade Commission. (Sec. 331(g), Tariff Act of 1930, as amended (19...

19 CFR 201.0 - Seal.

Code of Federal Regulations, 2014 CFR

2014-04-01

... STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL APPLICATION § 201.0 Seal. (a) Pursuant to... International Trade Commission and he, or the Acting Secretary, may execute under seal any certification... of the United States International Trade Commission. (Sec. 331(g), Tariff Act of 1930, as amended (19...

Multiple-rule bias in the comparison of classification rules

PubMed Central

Yousefi, Mohammadmahdi R.; Hua, Jianping; Dougherty, Edward R.

2011-01-01

Motivation: There is growing discussion in the bioinformatics community concerning overoptimism of reported results. Two approaches contributing to overoptimism in classification are (i) the reporting of results on datasets for which a proposed classification rule performs well and (ii) the comparison of multiple classification rules on a single dataset that purports to show the advantage of a certain rule. Results: This article provides a careful probabilistic analysis of the second issue and the ‘multiple-rule bias’, resulting from choosing a classification rule having minimum estimated error on the dataset. It quantifies this bias corresponding to estimating the expected true error of the classification rule possessing minimum estimated error and it characterizes the bias from estimating the true comparative advantage of the chosen classification rule relative to the others by the estimated comparative advantage on the dataset. The analysis is applied to both synthetic and real data using a number of classification rules and error estimators. Availability: We have implemented in C code the synthetic data distribution model, classification rules, feature selection routines and error estimation methods. The code for multiple-rule analysis is implemented in MATLAB. The source code is available at http://gsp.tamu.edu/Publications/supplementary/yousefi11a/. Supplementary simulation results are also included. Contact: edward@ece.tamu.edu Supplementary Information: Supplementary data are available at Bioinformatics online. PMID:21546390

14 CFR Section 12 - Objective Classification-Operating Revenues and Expenses

Code of Federal Regulations, 2010 CFR

2010-01-01

... for premium services and other similar charges. Revenue from airline employees, officers and directors... use of an aircraft at either published tariff or other contractual rates and the remuneration paid by... for flight facilities furnished or operated by the accounting air carrier where the remuneration paid...

48 CFR 52.247-29 - F.o.b. Origin.

Code of Federal Regulations, 2013 CFR

2013-10-01

...) To, and placed on, the carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 47.303-1 - F.o.b. origin.

Code of Federal Regulations, 2011 CFR

2011-10-01

... carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight station; (3) To a U.S... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 47.303-1 - F.o.b. origin.

Code of Federal Regulations, 2013 CFR

2013-10-01

... carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight station; (3) To a U.S... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 47.303-1 - F.o.b. origin.

Code of Federal Regulations, 2014 CFR

2014-10-01

... carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight station; (3) To a U.S... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 52.247-29 - F.o.b. Origin.

Code of Federal Regulations, 2012 CFR

2012-10-01

...) To, and placed on, the carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 52.247-29 - F.o.b. Origin.

Code of Federal Regulations, 2014 CFR

2014-10-01

...) To, and placed on, the carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 52.247-29 - F.o.b. Origin.

Code of Federal Regulations, 2011 CFR

2011-10-01

...) To, and placed on, the carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

48 CFR 47.303-1 - F.o.b. origin.

Code of Federal Regulations, 2012 CFR

2012-10-01

... carrier's wharf (at shipside, within reach of the ship's loading tackle, when the shipping point is within a port area having water transportation service) or the carrier's freight station; (3) To a U.S... terms of the governing freight classification or tariff (or Government rate tender) under which lowest...

49 CFR 1245.1 - Rules governing classification of employees, service, and compensation.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 49 Transportation 9 2010-10-01 2010-10-01 false Rules governing classification of employees..., RECORDS AND REPORTS CLASSIFICATION OF RAILROAD EMPLOYEES; REPORTS OF SERVICE AND COMPENSATION § 1245.1 Rules governing classification of employees, service, and compensation. The rules governing the...

49 CFR 1245.1 - Rules governing classification of employees, service, and compensation.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 49 Transportation 9 2011-10-01 2011-10-01 false Rules governing classification of employees..., RECORDS AND REPORTS CLASSIFICATION OF RAILROAD EMPLOYEES; REPORTS OF SERVICE AND COMPENSATION § 1245.1 Rules governing classification of employees, service, and compensation. The rules governing the...

14 CFR 221.62 - Explosives and other dangerous or restricted articles.

Code of Federal Regulations, 2011 CFR

2011-01-01

... 14 Aeronautics and Space 4 2011-01-01 2011-01-01 false Explosives and other dangerous or... other dangerous or restricted articles. Carriers may publish rules and regulations governing the transportation of explosives and other dangerous or restricted articles in separate governing tariffs, conforming...

14 CFR 221.62 - Explosives and other dangerous or restricted articles.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Explosives and other dangerous or... other dangerous or restricted articles. Carriers may publish rules and regulations governing the transportation of explosives and other dangerous or restricted articles in separate governing tariffs, conforming...

14 CFR 221.62 - Explosives and other dangerous or restricted articles.

Code of Federal Regulations, 2012 CFR

2012-01-01

... 14 Aeronautics and Space 4 2012-01-01 2012-01-01 false Explosives and other dangerous or... other dangerous or restricted articles. Carriers may publish rules and regulations governing the transportation of explosives and other dangerous or restricted articles in separate governing tariffs, conforming...

14 CFR 221.62 - Explosives and other dangerous or restricted articles.

Code of Federal Regulations, 2014 CFR

2014-01-01

... 14 Aeronautics and Space 4 2014-01-01 2014-01-01 false Explosives and other dangerous or... other dangerous or restricted articles. Carriers may publish rules and regulations governing the transportation of explosives and other dangerous or restricted articles in separate governing tariffs, conforming...

14 CFR 221.62 - Explosives and other dangerous or restricted articles.

Code of Federal Regulations, 2013 CFR

2013-01-01

... 14 Aeronautics and Space 4 2013-01-01 2013-01-01 false Explosives and other dangerous or... other dangerous or restricted articles. Carriers may publish rules and regulations governing the transportation of explosives and other dangerous or restricted articles in separate governing tariffs, conforming...

47 CFR 61.15 - Letters of transmittal and cover letters.

Code of Federal Regulations, 2010 CFR

2010-10-01

... Section 61.15 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS Rules for Electronic Filing § 61.15 Letters of transmittal and cover letters. (a) All... pursuant to the notice requirements of section 204(a)(3) of the Communications Act shall display...

75 FR 40805 - Combined Notice of Filings #2

Federal Register 2010, 2011, 2012, 2013, 2014

2010-07-14

... 3- Section III- Market Rule 1- Standard Market Design etc. Filed Date: 06/30/2010. Accession Number.... Applicants: MATEP, Inc. Description: MATEP Limited Partnership submits Notice of Succession to New MATEP, Inc's market- based rate tariff. Filed Date: 06/30/2010. Accession Number: 20100630-0220. Comment Date...

12 CFR 313.40 - Scope.

Code of Federal Regulations, 2010 CFR

2010-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... arising under the Internal Revenue Code, the tariff laws of the United States or to any case where... any way questioning the amount or validity of a debt, in the manner specified by law or these agency...

77 FR 60952 - Rules of General Application, Adjudication, and Enforcement

Federal Register 2010, 2011, 2012, 2013, 2014

2012-10-05

... have arisen about the scope of discovery in Commission proceedings under section 337 of the Tariff Act... reduce expensive, inefficient, unjustified, or unnecessary discovery practices in agency proceedings while preserving the opportunity for fair and efficient discovery for all parties. DATES: To be assured...

78 FR 31882 - Demurrage Liability

Federal Register 2010, 2011, 2012, 2013, 2014

2013-05-28

... that these types of notices are generally already provided, often electronically. A review of the 2011... conflict with the proposed rules, rail carriers would need to update their demurrage tariffs to conform to... the classes of small entities that will be subject to the requirement and the type of professional...

46 CFR 520.13 - Exemptions and exceptions.

Code of Federal Regulations, 2010 CFR

2010-10-01

... AUTOMATED TARIFFS § 520.13 Exemptions and exceptions. (a) General. Exemptions from the requirements of this... apply to bulk cargo, forest products, recycled metal scrap, new assembled motor vehicles, waste paper... Act and the rules of this part: (i) Prince Rupert and Alaska. (A) Vehicles. Transportation by vessels...

46 CFR 565.9 - Commission review, suspension and prohibition of rates, charges, classifications, rules or...

Code of Federal Regulations, 2011 CFR

2011-10-01

..., charges, classifications, rules or regulations. 565.9 Section 565.9 Shipping FEDERAL MARITIME COMMISSION... Commission review, suspension and prohibition of rates, charges, classifications, rules or regulations. (a)(1..., charges, classifications, rules or regulations) from the Commission, each controlled carrier shall file a...

46 CFR 565.9 - Commission review, suspension and prohibition of rates, charges, classifications, rules or...

Code of Federal Regulations, 2010 CFR

2010-10-01

..., charges, classifications, rules or regulations. 565.9 Section 565.9 Shipping FEDERAL MARITIME COMMISSION... Commission review, suspension and prohibition of rates, charges, classifications, rules or regulations. (a)(1..., charges, classifications, rules or regulations) from the Commission, each controlled carrier shall file a...

47 CFR 61.26 - Tariffing of competitive interstate switched exchange access services.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 3 2010-10-01 2010-10-01 false Tariffing of competitive interstate switched exchange access services. 61.26 Section 61.26 Telecommunication FEDERAL COMMUNICATIONS COMMISSION (CONTINUED) COMMON CARRIER SERVICES (CONTINUED) TARIFFS General Rules for Nondominant Carriers § 61.26 Tariffing of competitive interstate switched...

75 FR 33291 - Combined Notice of Filings No. 1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-06-11

... Forward Capacity Market rule addressing the evaluation of de-list bids. Filed Date: 06/01/2010. Accession...: ER10-1370-000. Applicants: New MATEP, Inc. Description: New MATEP, Inc submits notice of succession to Old MATEP's market based rate authority under FERC Electric Tariff, Second Revised Volume No. 1...

19 CFR 201.13 - Conduct of nonadjudicative hearings.

Code of Federal Regulations, 2013 CFR

2013-04-01

... Section 201.13 Customs Duties UNITED STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL... ordinarily held in the Hearing Room of the International Trade Commission Building, in Washington, DC, but... Trade Act, as amended, or in an investigation under title VII of the Tariff Act as provided in § 207.24...

19 CFR 201.13 - Conduct of nonadjudicative hearings.

Code of Federal Regulations, 2014 CFR

2014-04-01

... Section 201.13 Customs Duties UNITED STATES INTERNATIONAL TRADE COMMISSION GENERAL RULES OF GENERAL... ordinarily held in the Hearing Room of the International Trade Commission Building, in Washington, DC, but... Trade Act, as amended, or in an investigation under title VII of the Tariff Act as provided in § 207.24...

76 FR 24363 - Adjudication and Enforcement

Federal Register 2010, 2011, 2012, 2013, 2014

2011-05-02

... proceedings under section 337 of the Tariff Act of 1930. The Supplement to the Strategic Human Capital Plan... in another subset of cases. In order to better allocate its resources, OUII may have to assign... in the Federal Register. The new rule will have no substantive effect on Commission practice in...

47 CFR 61.42 - Price cap baskets and service categories.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 3 2010-10-01 2010-10-01 false Price cap baskets and service categories. 61.42... (CONTINUED) TARIFFS General Rules for Dominant Carriers § 61.42 Price cap baskets and service categories. (a)-(c) [Reserved] (d) Each local exchange carrier subject to price cap regulation shall establish...

19 CFR 10.532 - Integrated Sourcing Initiative.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 19 Customs Duties 1 2010-04-01 2010-04-01 false Integrated Sourcing Initiative. 10.532 Section 10... Trade Agreement Rules of Origin § 10.532 Integrated Sourcing Initiative. (a) For purposes of General... Sourcing Initiative if: (1) The good, in its condition as imported, is both classified in a tariff...

12 CFR 313.1 - Scope.

Code of Federal Regulations, 2011 CFR

2011-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... Social Security Act (42 U.S.C. 301 et seq.), or the tariff laws of the United States; (2) To a situation... to: (1) Debts owed to and payments made by the FDIC acting in its corporate capacity, that is, in...

12 CFR 313.1 - Scope.

Code of Federal Regulations, 2014 CFR

2014-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... Social Security Act (42 U.S.C. 301 et seq.), or the tariff laws of the United States; (2) To a situation... to: (1) Debts owed to and payments made by the FDIC acting in its corporate capacity, that is, in...

12 CFR 313.1 - Scope.

Code of Federal Regulations, 2012 CFR

2012-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... Social Security Act (42 U.S.C. 301 et seq.), or the tariff laws of the United States; (2) To a situation... to: (1) Debts owed to and payments made by the FDIC acting in its corporate capacity, that is, in...

12 CFR 313.1 - Scope.

Code of Federal Regulations, 2010 CFR

2010-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... Social Security Act (42 U.S.C. 301 et seq.), or the tariff laws of the United States; (2) To a situation... to: (1) Debts owed to and payments made by the FDIC acting in its corporate capacity, that is, in...

12 CFR 313.1 - Scope.

Code of Federal Regulations, 2013 CFR

2013-01-01

... FEDERAL DEPOSIT INSURANCE CORPORATION PROCEDURE AND RULES OF PRACTICE PROCEDURES FOR CORPORATE DEBT... Social Security Act (42 U.S.C. 301 et seq.), or the tariff laws of the United States; (2) To a situation... to: (1) Debts owed to and payments made by the FDIC acting in its corporate capacity, that is, in...

19 CFR 10.133 - Conditions required to be met.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 19 Customs Duties 1 2011-04-01 2011-04-01 false Conditions required to be met. 10.133 Section 10.133 Customs Duties U.S. CUSTOMS AND BORDER PROTECTION, DEPARTMENT OF HOMELAND SECURITY; DEPARTMENT OF... Duty Dependent Upon Actual Use § 10.133 Conditions required to be met. When the tariff classification...

19 CFR 10.133 - Conditions required to be met.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 19 Customs Duties 1 2013-04-01 2013-04-01 false Conditions required to be met. 10.133 Section 10.133 Customs Duties U.S. CUSTOMS AND BORDER PROTECTION, DEPARTMENT OF HOMELAND SECURITY; DEPARTMENT OF... Duty Dependent Upon Actual Use § 10.133 Conditions required to be met. When the tariff classification...

76 FR 27657 - Notice of Domestic Interested Party Petitioner's Desire To Contest the Tariff Classification...

Federal Register 2010, 2011, 2012, 2013, 2014

2011-05-12

... by offering guidance in understanding the scope of the headings and GRIs. The wickless wax objects... Wickless Wax Objects AGENCY: U.S. Customs and Border Protection, Department of Homeland Security. ACTION... imported wickless wax objects identified in entry documents as ``wax cylinders'', ``wax pillars'', ``wax...

18 CFR 385.2003 - Specifications (Rule 2003).

Code of Federal Regulations, 2011 CFR

2011-04-01

... governing timeliness, a document filed via the Internet will be deemed to have been received by the... other word or data processing equipment; (2) Have double-spaced lines with left margins not less than 11/2 inch wide, except that any tariff or rate filing may be single-spaced; (3) Have indented and...

19 CFR 10.601 - Retail packaging materials and containers.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 19 Customs Duties 1 2012-04-01 2012-04-01 false Retail packaging materials and containers. 10.601...-Central America-United States Free Trade Agreement Rules of Origin § 10.601 Retail packaging materials and... for retail sale, if classified with the good for which preferential tariff treatment under the CAFTA...

19 CFR 10.601 - Retail packaging materials and containers.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 19 Customs Duties 1 2014-04-01 2014-04-01 false Retail packaging materials and containers. 10.601...-Central America-United States Free Trade Agreement Rules of Origin § 10.601 Retail packaging materials and... for retail sale, if classified with the good for which preferential tariff treatment under the CAFTA...

19 CFR 10.601 - Retail packaging materials and containers.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 19 Customs Duties 1 2011-04-01 2011-04-01 false Retail packaging materials and containers. 10.601...-Central America-United States Free Trade Agreement Rules of Origin § 10.601 Retail packaging materials and... for retail sale, if classified with the good for which preferential tariff treatment under the CAFTA...

19 CFR 10.601 - Retail packaging materials and containers.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 19 Customs Duties 1 2013-04-01 2013-04-01 false Retail packaging materials and containers. 10.601...-Central America-United States Free Trade Agreement Rules of Origin § 10.601 Retail packaging materials and... for retail sale, if classified with the good for which preferential tariff treatment under the CAFTA...

76 FR 79678 - City of Banning, CA; Notice of Petition for Declaratory Order

Federal Register 2010, 2011, 2012, 2013, 2014

2011-12-22

... DEPARTMENT OF ENERGY Federal Energy Regulatory Commission [Docket No. NJ12-3-000] City of Banning, CA; Notice of Petition for Declaratory Order Take notice that on December 9, 2011, pursuant to Rules...) Tariff of the City of Banning, California (Banning), Banning filed a Petition for Declaratory Order...

Classification Based on Pruning and Double Covered Rule Sets for the Internet of Things Applications

PubMed Central

Zhou, Zhongmei; Wang, Weiping

2014-01-01

The Internet of things (IOT) is a hot issue in recent years. It accumulates large amounts of data by IOT users, which is a great challenge to mining useful knowledge from IOT. Classification is an effective strategy which can predict the need of users in IOT. However, many traditional rule-based classifiers cannot guarantee that all instances can be covered by at least two classification rules. Thus, these algorithms cannot achieve high accuracy in some datasets. In this paper, we propose a new rule-based classification, CDCR-P (Classification based on the Pruning and Double Covered Rule sets). CDCR-P can induce two different rule sets A and B. Every instance in training set can be covered by at least one rule not only in rule set A, but also in rule set B. In order to improve the quality of rule set B, we take measure to prune the length of rules in rule set B. Our experimental results indicate that, CDCR-P not only is feasible, but also it can achieve high accuracy. PMID:24511304

Classification based on pruning and double covered rule sets for the internet of things applications.

PubMed

Li, Shasha; Zhou, Zhongmei; Wang, Weiping

2014-01-01

The Internet of things (IOT) is a hot issue in recent years. It accumulates large amounts of data by IOT users, which is a great challenge to mining useful knowledge from IOT. Classification is an effective strategy which can predict the need of users in IOT. However, many traditional rule-based classifiers cannot guarantee that all instances can be covered by at least two classification rules. Thus, these algorithms cannot achieve high accuracy in some datasets. In this paper, we propose a new rule-based classification, CDCR-P (Classification based on the Pruning and Double Covered Rule sets). CDCR-P can induce two different rule sets A and B. Every instance in training set can be covered by at least one rule not only in rule set A, but also in rule set B. In order to improve the quality of rule set B, we take measure to prune the length of rules in rule set B. Our experimental results indicate that, CDCR-P not only is feasible, but also it can achieve high accuracy.

A fuzzy hill-climbing algorithm for the development of a compact associative classifier

NASA Astrophysics Data System (ADS)

Mitra, Soumyaroop; Lam, Sarah S.

2012-02-01

Classification, a data mining technique, has widespread applications including medical diagnosis, targeted marketing, and others. Knowledge discovery from databases in the form of association rules is one of the important data mining tasks. An integrated approach, classification based on association rules, has drawn the attention of the data mining community over the last decade. While attention has been mainly focused on increasing classifier accuracies, not much efforts have been devoted towards building interpretable and less complex models. This paper discusses the development of a compact associative classification model using a hill-climbing approach and fuzzy sets. The proposed methodology builds the rule-base by selecting rules which contribute towards increasing training accuracy, thus balancing classification accuracy with the number of classification association rules. The results indicated that the proposed associative classification model can achieve competitive accuracies on benchmark datasets with continuous attributes and lend better interpretability, when compared with other rule-based systems.

77 FR 31182 - Final Withdrawal of Regulations Pertaining to Imports of Cotton Woven Fabric and Short Supply...

Federal Register 2010, 2011, 2012, 2013, 2014

2012-05-25

... No. 120117047-2421-02] RIN 0625-AA90 Final Withdrawal of Regulations Pertaining to Imports of Cotton... final rule withdrawing regulations pertaining to imports of cotton woven fabric and short supply procedures. Both sets of regulations are obsolete: The tariff quota on cotton woven fabric expired in 2009...

47 CFR 61.48 - Transition rules for price cap formula calculations.

Code of Federal Regulations, 2010 CFR

2010-10-01

... predominantly non-rural filing entities (i.e., filing entities within which more than 50% of all lines are... period demand); (B) For a price cap holding company's predominantly rural filing entities (i.e., filing... methodology in §§ 61.47(e) through (f). (3) Sequential Introduction of Zones in the Same Tariff Year...

18 CFR 385.216 - Withdrawal of pleadings and tariff or rate filings (Rule 216).

Code of Federal Regulations, 2010 CFR

2010-04-01

...). (a) Filing. Any participant, or any person who has filed a timely motion to intervene which has not... provided in the regulations under this chapter. (b) Action on withdrawals. (1) The withdrawal of any pleading is effective at the end of 15 days from the date of filing of a notice of withdrawal, if no motion...

78 FR 8505 - Combined Notice of Filings #2

Federal Register 2010, 2011, 2012, 2013, 2014

2013-02-06

... tariff filing per 35.13(a)(2)(iii: Original Service Agreement No. 3485; Queue No. W2-039 to be effective... in the Commission's eLibrary system by clicking on the links or querying the docket number. Any... Rules 211 and 214 of the Commission's Regulations (18 CFR 385.211 and 385.214) on or before 5:00 p.m...

75 FR 79358 - Combined Notice of Filings # 1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-12-20

....13(a)(2)(iii): WMPA No. 2704, Queue W2-071, CleanLight Energy, L.L.C. and PSE&G to be effective 11/9... Operator Corporation submits tariff filing per 35.13(a)(2)(iii): 2010-12-09 Errata to CAISO's Service... and 214 of the Commission's Rules of Practice and Procedure (18 CFR 385.211 and 385.214) on or before...

75 FR 17433 - In the Matter of Certain DC-DC Controllers and Products Containing Same; Notice of Commission...

Federal Register 2010, 2011, 2012, 2013, 2014

2010-04-06

... INTERNATIONAL TRADE COMMISSION [Investigation No. 337-TA-698] In the Matter of Certain DC-DC Controllers and Products Containing Same; Notice of Commission Decision Not to Review the Administrative Law... Tariff Act of 1930, as amended (19 U.S.C. 1337), and in section 210.42 of the Commission's Rules of...

A comparison of individual and social time trade-off values for health states in the general population.

PubMed

Burström, Kristina; Johannesson, Magnus; Diderichsen, Finn

2006-05-01

This study aimed to compare directly elicited individual time trade-off (TTO) values in a general population sample with the social values derived using the UK EQ-5D index tariff. In the Stockholm County 1998 postal Public Health Survey (n=4950, 20-88 years), the EQ-5D self-classifier, a TTO and a rating scale (RS) question were included (n=2549 for all three questions). The mean TTO (EQ-5D) value was 0.943 (0.890) in the youngest age-group and 0.699 (0.733) in the oldest age-group. The difference between TTO and EQ-5D values was greater in more severe health status groups was. The same equation as for the UK EQ-5D index tariff was estimated for TTO and RS and resulted in significant and consistent coefficients for nearly all dimensions. The coefficients for moderate problems were closer to the EQ-5D index tariff than the coefficients for severe problems. Age was also significant after controlling for the EQ-5D dimensions (p<0.05). The results suggest that individual and social TTO values differ systematically and that the difference is greater the more severe the health status is. The social EQ-5D index tariff may also underestimate the severity in health status at older ages; age appears to correlate with additional health problems not captured by the EQ-5D classification.

78 FR 39551 - Cotton Board Rules and Regulations: Adjusting Supplemental Assessment on Imports (2013 Amendment)

Federal Register 2010, 2011, 2012, 2013, 2014

2013-07-02

...The Agricultural Marketing Service (AMS) is amending the Cotton Board Rules and Regulations, decreasing the value assigned to imported cotton for the purposes of calculating supplemental assessments collected for use by the Cotton Research and Promotion Program. This amendment is required each year to assure that assessments collected on imported cotton and the cotton content of imported products will be the same as those paid on domestically produced cotton. In addition, AMS is changing two Harmonized Tariff Schedule (HTS) statistical reporting numbers that were amended since the last assessment adjustment in 2012.

Hierarchy-associated semantic-rule inference framework for classifying indoor scenes

NASA Astrophysics Data System (ADS)

Yu, Dan; Liu, Peng; Ye, Zhipeng; Tang, Xianglong; Zhao, Wei

2016-03-01

Typically, the initial task of classifying indoor scenes is challenging, because the spatial layout and decoration of a scene can vary considerably. Recent efforts at classifying object relationships commonly depend on the results of scene annotation and predefined rules, making classification inflexible. Furthermore, annotation results are easily affected by external factors. Inspired by human cognition, a scene-classification framework was proposed using the empirically based annotation (EBA) and a match-over rule-based (MRB) inference system. The semantic hierarchy of images is exploited by EBA to construct rules empirically for MRB classification. The problem of scene classification is divided into low-level annotation and high-level inference from a macro perspective. Low-level annotation involves detecting the semantic hierarchy and annotating the scene with a deformable-parts model and a bag-of-visual-words model. In high-level inference, hierarchical rules are extracted to train the decision tree for classification. The categories of testing samples are generated from the parts to the whole. Compared with traditional classification strategies, the proposed semantic hierarchy and corresponding rules reduce the effect of a variable background and improve the classification performance. The proposed framework was evaluated on a popular indoor scene dataset, and the experimental results demonstrate its effectiveness.

50 CFR 10.1 - Purpose of regulations.

Code of Federal Regulations, 2012 CFR

2012-10-01

... wildlife: Lacey Act, 18 U.S.C. 42. Lacey Act Amendments of 1981, 16 U.S.C. 3371-3378. Migratory Bird Treaty Act, 16 U.S.C. 703-712. Bald and Golden Eagle Protection Act, 16 U.S.C. 668a-668d. Endangered Species Act of 1973, 16 U.S.C. 1531-1543. Tariff Classification Act of 1962, 19 U.S.C. 1202, [Schedule 1, Part...

50 CFR 10.1 - Purpose of regulations.

Code of Federal Regulations, 2011 CFR

2011-10-01

... wildlife: Lacey Act, 18 U.S.C. 42. Lacey Act Amendments of 1981, 16 U.S.C. 3371-3378. Migratory Bird Treaty Act, 16 U.S.C. 703-712. Bald and Golden Eagle Protection Act, 16 U.S.C. 668a-668d. Endangered Species Act of 1973, 16 U.S.C. 1531-1543. Tariff Classification Act of 1962, 19 U.S.C. 1202, [Schedule 1, Part...

50 CFR 10.1 - Purpose of regulations.

Code of Federal Regulations, 2013 CFR

2013-10-01

... wildlife: Lacey Act, 18 U.S.C. 42. Lacey Act Amendments of 1981, 16 U.S.C. 3371-3378. Migratory Bird Treaty Act, 16 U.S.C. 703-712. Bald and Golden Eagle Protection Act, 16 U.S.C. 668a-668d. Endangered Species Act of 1973, 16 U.S.C. 1531-1543. Tariff Classification Act of 1962, 19 U.S.C. 1202, [Schedule 1, Part...

50 CFR 10.1 - Purpose of regulations.

Code of Federal Regulations, 2014 CFR

2014-10-01

... wildlife: Lacey Act, 18 U.S.C. 42. Lacey Act Amendments of 1981, 16 U.S.C. 3371-3378. Migratory Bird Treaty Act, 16 U.S.C. 703-712. Bald and Golden Eagle Protection Act, 16 U.S.C. 668a-668d. Endangered Species Act of 1973, 16 U.S.C. 1531-1543. Tariff Classification Act of 1962, 19 U.S.C. 1202, [Schedule 1, Part...

50 CFR 10.1 - Purpose of regulations.

Code of Federal Regulations, 2010 CFR

2010-10-01

... wildlife: Lacey Act, 18 U.S.C. 42. Lacey Act Amendments of 1981, 16 U.S.C. 3371-3378. Migratory Bird Treaty Act, 16 U.S.C. 703-712. Bald and Golden Eagle Protection Act, 16 U.S.C. 668a-668d. Endangered Species Act of 1973, 16 U.S.C. 1531-1543. Tariff Classification Act of 1962, 19 U.S.C. 1202, [Schedule 1, Part...

46 CFR 31.01-3 - Alternate compliance.

Code of Federal Regulations, 2010 CFR

2010-10-01

... classification societies, including information for ordering copies of approved classification society rules and...; telephone (202) 372-1372; or fax (202) 372-1925. Approved classification society rules and supplements are...

46 CFR 31.01-3 - Alternate compliance.

Code of Federal Regulations, 2011 CFR

2011-10-01

... classification societies, including information for ordering copies of approved classification society rules and...; telephone (202) 372-1372; or fax (202) 372-1925. Approved classification society rules and supplements are...

Knowledge-based approach to video content classification

NASA Astrophysics Data System (ADS)

Chen, Yu; Wong, Edward K.

2001-01-01

A framework for video content classification using a knowledge-based approach is herein proposed. This approach is motivated by the fact that videos are rich in semantic contents, which can best be interpreted and analyzed by human experts. We demonstrate the concept by implementing a prototype video classification system using the rule-based programming language CLIPS 6.05. Knowledge for video classification is encoded as a set of rules in the rule base. The left-hand-sides of rules contain high level and low level features, while the right-hand-sides of rules contain intermediate results or conclusions. Our current implementation includes features computed from motion, color, and text extracted from video frames. Our current rule set allows us to classify input video into one of five classes: news, weather, reporting, commercial, basketball and football. We use MYCIN's inexact reasoning method for combining evidences, and to handle the uncertainties in the features and in the classification results. We obtained good results in a preliminary experiment, and it demonstrated the validity of the proposed approach.

Knowledge-based approach to video content classification

NASA Astrophysics Data System (ADS)

Chen, Yu; Wong, Edward K.

2000-12-01

A framework for video content classification using a knowledge-based approach is herein proposed. This approach is motivated by the fact that videos are rich in semantic contents, which can best be interpreted and analyzed by human experts. We demonstrate the concept by implementing a prototype video classification system using the rule-based programming language CLIPS 6.05. Knowledge for video classification is encoded as a set of rules in the rule base. The left-hand-sides of rules contain high level and low level features, while the right-hand-sides of rules contain intermediate results or conclusions. Our current implementation includes features computed from motion, color, and text extracted from video frames. Our current rule set allows us to classify input video into one of five classes: news, weather, reporting, commercial, basketball and football. We use MYCIN's inexact reasoning method for combining evidences, and to handle the uncertainties in the features and in the classification results. We obtained good results in a preliminary experiment, and it demonstrated the validity of the proposed approach.

78 FR 46332 - Golden Spread Electric Cooperative, Inc. v. Southwestern Public Service Company; Notice of Complaint

Federal Register 2010, 2011, 2012, 2013, 2014

2013-07-31

... 309 of the Federal Power Act, 16 U.S.C. 824, 824e, and 825e (2013) and Rule 206 of the Federal Energy...), alleging that the formula rate Replacement Power Sales Agreement (RPSA) by and between Golden Spread and SPS and the formula rate of the Xcel Joint Energy Open Access Tariff applicable to pricing of...

International Trade: Rules of Origin

DTIC Science & Technology

2008-06-10

Well-known retailers (such as Walmart, Sears, and the Gap) and brand -name distributors of consumer products (such as Mattel, Nike , and Dell) utilize...Origin: Implications of Globalized Manufacturing Summary Determining the country of origin of a product is important for properly assessing tariffs...component parts originate in many countries, as is often the case in today’s global trading environment, determining origin can be a very complex

76 FR 42136 - In the Matter of Certain Motion-Sensitive Sound Effects Devices and Image Display Devices and...

Federal Register 2010, 2011, 2012, 2013, 2014

2011-07-18

... the U.S. International Trade Commission on June 13, 2011, under section 337 of the Tariff Act of 1930... products containing same by reason of infringement of certain claims of U.S. Patent No. 6,150,947 (``the... submitted by the named respondents in accordance with section 210.13 of the Commission's Rules of Practice...

76 FR 69119 - Commonwealth of the Northern Mariana Islands Transitional Worker Classification: Correction

Federal Register 2010, 2011, 2012, 2013, 2014

2011-11-08

...] RIN 1615-AB76 Commonwealth of the Northern Mariana Islands Transitional Worker Classification... Transitional Worker Classification. In that rule, we had sought to modify the title of a paragraph, but... the final rule Commonwealth of the Northern Mariana Islands Transitional Worker Classification...

Rule-guided human classification of Volunteered Geographic Information

NASA Astrophysics Data System (ADS)

Ali, Ahmed Loai; Falomir, Zoe; Schmid, Falko; Freksa, Christian

2017-05-01

During the last decade, web technologies and location sensing devices have evolved generating a form of crowdsourcing known as Volunteered Geographic Information (VGI). VGI acted as a platform of spatial data collection, in particular, when a group of public participants are involved in collaborative mapping activities: they work together to collect, share, and use information about geographic features. VGI exploits participants' local knowledge to produce rich data sources. However, the resulting data inherits problematic data classification. In VGI projects, the challenges of data classification are due to the following: (i) data is likely prone to subjective classification, (ii) remote contributions and flexible contribution mechanisms in most projects, and (iii) the uncertainty of spatial data and non-strict definitions of geographic features. These factors lead to various forms of problematic classification: inconsistent, incomplete, and imprecise data classification. This research addresses classification appropriateness. Whether the classification of an entity is appropriate or inappropriate is related to quantitative and/or qualitative observations. Small differences between observations may be not recognizable particularly for non-expert participants. Hence, in this paper, the problem is tackled by developing a rule-guided classification approach. This approach exploits data mining techniques of Association Classification (AC) to extract descriptive (qualitative) rules of specific geographic features. The rules are extracted based on the investigation of qualitative topological relations between target features and their context. Afterwards, the extracted rules are used to develop a recommendation system able to guide participants to the most appropriate classification. The approach proposes two scenarios to guide participants towards enhancing the quality of data classification. An empirical study is conducted to investigate the classification of grass-related features like forest, garden, park, and meadow. The findings of this study indicate the feasibility of the proposed approach.

Stranded investment, prices and privacy factor in FERC rulings

DOE Office of Scientific and Technical Information (OSTI.GOV)

O`Driscoll, M.

The Federal Energy Regulatory Commission upheld its rejection of United Illuminating Co.`s bid to recover stranded investment costs. Since UI has no wholesale customers, it is a matter best left to state regulators, FERC said. UI`s stranded investment recovery plan was part of the company`s transmission access tariff, which provides for open access transmission service at cost-based rates. FERC ordered UI to delete the stranded investment provisions, saying UI was trying to recover in its wholesale transmission rates the costs of generation facility investments that were incurred to provide service to retail customers that leave its system, reasoning that UImore » was seeking protection from what may be legitimate retail franchise competition, which is a state matter. UI, however, said deleting the stranded investment provision would preclude it from arguing in an individual rate filling under the transmission tariff that stranded investment costs should be borne by the wheeling customer.« less

46 CFR 8.430 - U.S. Supplement to class rules.

Code of Federal Regulations, 2011 CFR

2011-10-01

... authorization to participate in the ACP, a recognized classification society must prepare, and receive Commandant (CG-521) approval of, a U.S. Supplement to the recognized classification society's class rules... of that classification society or applicable international regulations. ...

46 CFR 8.430 - U.S. Supplement to class rules.

Code of Federal Regulations, 2010 CFR

2010-10-01

... authorization to participate in the ACP, a recognized classification society must prepare, and receive Commandant (CG-521) approval of, a U.S. Supplement to the recognized classification society's class rules... of that classification society or applicable international regulations. ...

76 FR 27753 - Proposed Collection; Comment Request for Regulation Project

Federal Register 2010, 2011, 2012, 2013, 2014

2011-05-12

... collection requirements related to Simplification of Entity Classification Rules. DATES: Written comments....gov . SUPPLEMENTARY INFORMATION: Title: Simplification of Entity Classification Rules. OMB Number... partnerships for federal tax purposes. The election is made by filing Form 8832, Entity Classification Election...

46 CFR 126.235 - Alternate compliance.

Code of Federal Regulations, 2010 CFR

2010-10-01

... purposes of this section, a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-5212.... Approved classification society rules and supplements are incorporated by reference into 46 CFR 8.110(b...

46 CFR 126.235 - Alternate compliance.

Code of Federal Regulations, 2011 CFR

2011-10-01

... purposes of this section, a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-5212.... Approved classification society rules and supplements are incorporated by reference into 46 CFR 8.110(b...

46 CFR 91.15-5 - Alternate compliance.

Code of Federal Regulations, 2010 CFR

2010-10-01

... this section, a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100.... Approved classification society rules and supplements are incorporated by reference into 46 CFR 8.110(b...

46 CFR 91.15-5 - Alternate compliance.

Code of Federal Regulations, 2011 CFR

2011-10-01

... this section, a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100.... Approved classification society rules and supplements are incorporated by reference into 46 CFR 8.110(b...

Verification, refinement, and applicability of long-term pavement performance vehicle classification rules.

DOT National Transportation Integrated Search

2014-11-01

The Long-Term Pavement Performance (LTPP) project has developed and deployed a set of rules for converting axle spacing and weight data into estimates of a vehicles classification. These rules are being used at Transportation Pooled Fund Study (TP...

Rule groupings in expert systems using nearest neighbour decision rules, and convex hulls

NASA Technical Reports Server (NTRS)

Anastasiadis, Stergios

1991-01-01

Expert System shells are lacking in many areas of software engineering. Large rule based systems are not semantically comprehensible, difficult to debug, and impossible to modify or validate. Partitioning a set of rules found in CLIPS (C Language Integrated Production System) into groups of rules which reflect the underlying semantic subdomains of the problem, will address adequately the concerns stated above. Techniques are introduced to structure a CLIPS rule base into groups of rules that inherently have common semantic information. The concepts involved are imported from the field of A.I., Pattern Recognition, and Statistical Inference. Techniques focus on the areas of feature selection, classification, and a criteria of how 'good' the classification technique is, based on Bayesian Decision Theory. A variety of distance metrics are discussed for measuring the 'closeness' of CLIPS rules and various Nearest Neighbor classification algorithms are described based on the above metric.

Rule-based land use/land cover classification in coastal areas using seasonal remote sensing imagery: a case study from Lianyungang City, China.

PubMed

Yang, Xiaoyan; Chen, Longgao; Li, Yingkui; Xi, Wenjia; Chen, Longqian

2015-07-01

Land use/land cover (LULC) inventory provides an important dataset in regional planning and environmental assessment. To efficiently obtain the LULC inventory, we compared the LULC classifications based on single satellite imagery with a rule-based classification based on multi-seasonal imagery in Lianyungang City, a coastal city in China, using CBERS-02 (the 2nd China-Brazil Environmental Resource Satellites) images. The overall accuracies of the classification based on single imagery are 78.9, 82.8, and 82.0% in winter, early summer, and autumn, respectively. The rule-based classification improves the accuracy to 87.9% (kappa 0.85), suggesting that combining multi-seasonal images can considerably improve the classification accuracy over any single image-based classification. This method could also be used to analyze seasonal changes of LULC types, especially for those associated with tidal changes in coastal areas. The distribution and inventory of LULC types with an overall accuracy of 87.9% and a spatial resolution of 19.5 m can assist regional planning and environmental assessment efficiently in Lianyungang City. This rule-based classification provides a guidance to improve accuracy for coastal areas with distinct LULC temporal spectral features.

Free Trade Agreements: Impact on U.S. Trade and Implications for U.S. Trade Policy

DTIC Science & Technology

2010-02-23

markets in which member countries go beyond a customs union by eliminating barriers to labor and capital flows across national borders within the... market ; and • economic unions where members merge their economies even further by establishing a common currency, and therefore a unified monetary... market over the lowest tariff wall. Most FTAs also include procedures on the settlement of disputes arising among members and rules on the

High Dimensional Classification Using Features Annealed Independence Rules.

PubMed

Fan, Jianqing; Fan, Yingying

2008-01-01

Classification using high-dimensional features arises frequently in many contemporary statistical studies such as tumor classification using microarray or other high-throughput data. The impact of dimensionality on classifications is largely poorly understood. In a seminal paper, Bickel and Levina (2004) show that the Fisher discriminant performs poorly due to diverging spectra and they propose to use the independence rule to overcome the problem. We first demonstrate that even for the independence classification rule, classification using all the features can be as bad as the random guessing due to noise accumulation in estimating population centroids in high-dimensional feature space. In fact, we demonstrate further that almost all linear discriminants can perform as bad as the random guessing. Thus, it is paramountly important to select a subset of important features for high-dimensional classification, resulting in Features Annealed Independence Rules (FAIR). The conditions under which all the important features can be selected by the two-sample t-statistic are established. The choice of the optimal number of features, or equivalently, the threshold value of the test statistics are proposed based on an upper bound of the classification error. Simulation studies and real data analysis support our theoretical results and demonstrate convincingly the advantage of our new classification procedure.

Automated rule-base creation via CLIPS-Induce

NASA Technical Reports Server (NTRS)

Murphy, Patrick M.

1994-01-01

Many CLIPS rule-bases contain one or more rule groups that perform classification. In this paper we describe CLIPS-Induce, an automated system for the creation of a CLIPS classification rule-base from a set of test cases. CLIPS-Induce consists of two components, a decision tree induction component and a CLIPS production extraction component. ID3, a popular decision tree induction algorithm, is used to induce a decision tree from the test cases. CLIPS production extraction is accomplished through a top-down traversal of the decision tree. Nodes of the tree are used to construct query rules, and branches of the tree are used to construct classification rules. The learned CLIPS productions may easily be incorporated into a large CLIPS system that perform tasks such as accessing a database or displaying information.

78 FR 52969 - Persulfates From China; Scheduling of a Full Five-Year Review Concerning the Antidumping Duty...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-08-27

...The Commission hereby gives notice of the scheduling of a full review pursuant to section 751(c)(5) of the Tariff Act of 1930 (19 U.S.C. 1675(c)(5)) (the Act) to determine whether revocation of the antidumping duty order on persulfates from China would be likely to lead to continuation or recurrence of material injury within a reasonably foreseeable time. For further information concerning the conduct of this review and rules of general application, consult the Commission's Rules of Practice and Procedure, part 201, subparts A through E (19 CFR part 201), and part 207, subparts A, D, E, and F (19 CFR part 207).

78 FR 66813 - Visas: Regulatory Exception to Permit Compliance With the United Nations Headquarters Agreement...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-11-06

... Visa Classifications; Final Rule #0;#0;Federal Register / Vol. 78, No. 215 / Wednesday, November 6... Family'' for Certain Nonimmigrant Visa Classifications AGENCY: Department of State. ACTION: Final rule... classifications and also applies to foreign government officials who may be admitted in immediate and continuous...

Can SLE classification rules be effectively applied to diagnose unclear SLE cases?

PubMed Central

Mesa, Annia; Fernandez, Mitch; Wu, Wensong; Narasimhan, Giri; Greidinger, Eric L.; Mills, DeEtta K.

2016-01-01

Summary Objective Develop a novel classification criteria to distinguish between unclear SLE and MCTD cases. Methods A total of 205 variables from 111 SLE and 55 MCTD patients were evaluated to uncover unique molecular and clinical markers for each disease. Binomial logistic regressions (BLR) were performed on currently used SLE and MCTD classification criteria sets to obtain six reduced models with power to discriminate between unclear SLE and MCTD patients which were confirmed by Receiving Operating Characteristic (ROC) curve. Decision trees were employed to delineate novel classification rules to discriminate between unclear SLE and MCTD patients. Results SLE and MCTD patients exhibited contrasting molecular markers and clinical manifestations. Furthermore, reduced models highlighted SLE patients exhibit prevalence of skin rashes and renal disease while MCTD cases show dominance of myositis and muscle weakness. Additionally decision trees analyses revealed a novel classification rule tailored to differentiate unclear SLE and MCTD patients (Lu-vs-M) with an overall accuracy of 88%. Conclusions Validation of our novel proposed classification rule (Lu-vs-M) includes novel contrasting characteristics (calcinosis, CPK elevated and anti-IgM reactivity for U1-70K, U1A and U1C) between SLE and MCTD patients and showed a 33% improvement in distinguishing these disorders when compare to currently used classification criteria sets. Pending additional validation, our novel classification rule is a promising method to distinguish between patients with unclear SLE and MCTD diagnosis. PMID:27353506

CARSVM: a class association rule-based classification framework and its application to gene expression data.

PubMed

Kianmehr, Keivan; Alhajj, Reda

2008-09-01

In this study, we aim at building a classification framework, namely the CARSVM model, which integrates association rule mining and support vector machine (SVM). The goal is to benefit from advantages of both, the discriminative knowledge represented by class association rules and the classification power of the SVM algorithm, to construct an efficient and accurate classifier model that improves the interpretability problem of SVM as a traditional machine learning technique and overcomes the efficiency issues of associative classification algorithms. In our proposed framework: instead of using the original training set, a set of rule-based feature vectors, which are generated based on the discriminative ability of class association rules over the training samples, are presented to the learning component of the SVM algorithm. We show that rule-based feature vectors present a high-qualified source of discrimination knowledge that can impact substantially the prediction power of SVM and associative classification techniques. They provide users with more conveniences in terms of understandability and interpretability as well. We have used four datasets from UCI ML repository to evaluate the performance of the developed system in comparison with five well-known existing classification methods. Because of the importance and popularity of gene expression analysis as real world application of the classification model, we present an extension of CARSVM combined with feature selection to be applied to gene expression data. Then, we describe how this combination will provide biologists with an efficient and understandable classifier model. The reported test results and their biological interpretation demonstrate the applicability, efficiency and effectiveness of the proposed model. From the results, it can be concluded that a considerable increase in classification accuracy can be obtained when the rule-based feature vectors are integrated in the learning process of the SVM algorithm. In the context of applicability, according to the results obtained from gene expression analysis, we can conclude that the CARSVM system can be utilized in a variety of real world applications with some adjustments.

Nearest Neighbor Classification of Stationary Time Series: An Application to Anesthesia Level Classification by EEG Analysis.

DTIC Science & Technology

1980-12-05

classification procedures that are common in speech processing. The anesthesia level classification by EEG time series population screening problem example is in...formance. The use of the KL number type metric in NN rule classification, in a delete-one subj ect ’s EE-at-a-time KL-NN and KL- kNN classification of the...17 individual labeled EEG sample population using KL-NN and KL- kNN rules. The results obtained are shown in Table 1. The entries in the table indicate

Building a common pipeline for rule-based document classification.

PubMed

Patterson, Olga V; Ginter, Thomas; DuVall, Scott L

2013-01-01

Instance-based classification of clinical text is a widely used natural language processing task employed as a step for patient classification, document retrieval, or information extraction. Rule-based approaches rely on concept identification and context analysis in order to determine the appropriate class. We propose a five-step process that enables even small research teams to develop simple but powerful rule-based NLP systems by taking advantage of a common UIMA AS based pipeline for classification. Our proposed methodology coupled with the general-purpose solution provides researchers with access to the data locked in clinical text in cases of limited human resources and compact timelines.

[Is continuing medical education under suspicion of corruption? Contribution to the discussion by the Committee for Quality Preservation of the Swiss Society of Gynaecology and Obstetrics].

PubMed

Drack, G; Kuhn, H P; Haller, U

2003-04-01

The requirements laid down by law and by the medical profession itself with regard to continuing medical education have recently been tightened. The cost of good training is high, both in time and money. Sponsoring, especially by the pharmaceutical industry, has helped to keep costs down for individual participants. The question of a tariff system for the payment of compulsory training is now being raised. Rates have been set to ensure that, in the future, indirect costs are covered. In the event of a full tariff-based payment of costs being introduced, various disadvantages could be expected both for participants and the quality of the training. Changes in Swiss criminal law and the new medicines act do not forbid sponsoring, but they do call for rules of professional ethics and of personnel law in public hospitals governing behaviour in respect of funding by sponsors. Various sponsoring models are conceivable with differences in allocation to organizers, individual participants or distribution via a pool system. There are strong arguments in favour of continuing the existing practice of mixed funding by participants and sponsoring, provided that it is subject to certain rules of transparency. What is lacking to date is a political decision on the issue of funding for continuing medical education.

Logical-rule models of classification response times: a synthesis of mental-architecture, random-walk, and decision-bound approaches.

PubMed

Fific, Mario; Little, Daniel R; Nosofsky, Robert M

2010-04-01

We formalize and provide tests of a set of logical-rule models for predicting perceptual classification response times (RTs) and choice probabilities. The models are developed by synthesizing mental-architecture, random-walk, and decision-bound approaches. According to the models, people make independent decisions about the locations of stimuli along a set of component dimensions. Those independent decisions are then combined via logical rules to determine the overall categorization response. The time course of the independent decisions is modeled via random-walk processes operating along individual dimensions. Alternative mental architectures are used as mechanisms for combining the independent decisions to implement the logical rules. We derive fundamental qualitative contrasts for distinguishing among the predictions of the rule models and major alternative models of classification RT. We also use the models to predict detailed RT-distribution data associated with individual stimuli in tasks of speeded perceptual classification. PsycINFO Database Record (c) 2010 APA, all rights reserved.

77 FR 73334 - Adding International Energy Efficiency (IEE) Certificate to List of Certificates a Recognized...

Federal Register 2010, 2011, 2012, 2013, 2014

2012-12-10

... Classification Society May Issue AGENCY: Coast Guard, DHS. ACTION: Final rule. SUMMARY: The Coast Guard is...) Certificate to the list of certificates that a recognized classification society may issue on behalf of the... January 1, 2013. This rule will enable recognized classification societies to apply to the Coast Guard to...

Transfer Learning of Classification Rules for Biomarker Discovery and Verification from Molecular Profiling Studies

PubMed Central

Ganchev, Philip; Malehorn, David; Bigbee, William L.; Gopalakrishnan, Vanathi

2013-01-01

We present a novel framework for integrative biomarker discovery from related but separate data sets created in biomarker profiling studies. The framework takes prior knowledge in the form of interpretable, modular rules, and uses them during the learning of rules on a new data set. The framework consists of two methods of transfer of knowledge from source to target data: transfer of whole rules and transfer of rule structures. We evaluated the methods on three pairs of data sets: one genomic and two proteomic. We used standard measures of classification performance and three novel measures of amount of transfer. Preliminary evaluation shows that whole-rule transfer improves classification performance over using the target data alone, especially when there is more source data than target data. It also improves performance over using the union of the data sets. PMID:21571094

Potential of border tax adjustments to deter free riding in international climate agreements

NASA Astrophysics Data System (ADS)

Burcu Irfanoglu, Zeynep; Sesmero, Juan P.; Golub, Alla

2015-02-01

The objective of this study is to conduct assessment of the hypothesis that trade sanctions in the form of border tax adjustments (BTAs) used by the United States against China, constitute a viable enforcement mechanism to sustain compliance with a range of emissions taxes in the context of agreements to curb global emissions of greenhouse gases (GHGs). The performance of BTAs is then compared with those of punitive tariffs on the basis of the range of emission taxes that can be successfully enforced by their implementation. Results show that BTAs are a viable enforcement mechanism for international GHG mitigation agreements. However the maximum level of carbon tax that can be enforced varies dramatically with (1) the marginal damage of pollution perceived by Chinese authorities, and (2) the legal limitations that GATT rules may impose on BTAs. Finally, while BTAs seem a promising enforcement mechanism in the context of climate agreements, punitive tariffs seem to be capable of supporting a much stricter environmental target.

77 FR 38082 - Certain Activated Carbon from China; Notice of Commission Determination To Conduct a Full Five...

Federal Register 2010, 2011, 2012, 2013, 2014

2012-06-26

...The Commission hereby gives notice of its determination to conduct, and scheduling of, a full review pursuant to section 751(c)(5) of the Tariff Act of 1930 (19 U.S.C. 1675(c)(5)) (the Act) to determine whether revocation of the antidumping duty order on certain activated carbon from China would be likely to lead to continuation or recurrence of material injury within a reasonably foreseeable time. For further information concerning the conduct of this review and rules of general application, consult the Commission's Rules of Practice and Procedure, part 201, subparts A through E (19 CFR part 201), and part 207, subparts A, D, E, and F (19 CFR part 207).

78 FR 68473 - Laminated Woven Sacks From China; Scheduling of Expedited Five-Year Reviews Concerning the...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-11-14

...The Commission hereby gives notice of the scheduling of expedited reviews pursuant to section 751(c)(3) of the Tariff Act of 1930 (19 U.S.C. 1675(c)(3)) (the Act) to determine whether revocation of the countervailing duty and antidumping duty orders on laminated woven sacks from China would be likely to lead to continuation or recurrence of material injury within a reasonably foreseeable time. For further information concerning the conduct of this review and rules of general application, consult the Commission's Rules of Practice and Procedure, part 201, subparts A through E (19 CFR part 201), and part 207, subparts A, D, E, and F (19 CFR part 207).

Integrated approach using data mining-based decision tree and object-based image analysis for high-resolution urban mapping of WorldView-2 satellite sensor data

NASA Astrophysics Data System (ADS)

Hamedianfar, Alireza; Shafri, Helmi Zulhaidi Mohd

2016-04-01

This paper integrates decision tree-based data mining (DM) and object-based image analysis (OBIA) to provide a transferable model for the detailed characterization of urban land-cover classes using WorldView-2 (WV-2) satellite images. Many articles have been published on OBIA in recent years based on DM for different applications. However, less attention has been paid to the generation of a transferable model for characterizing detailed urban land cover features. Three subsets of WV-2 images were used in this paper to generate transferable OBIA rule-sets. Many features were explored by using a DM algorithm, which created the classification rules as a decision tree (DT) structure from the first study area. The developed DT algorithm was applied to object-based classifications in the first study area. After this process, we validated the capability and transferability of the classification rules into second and third subsets. Detailed ground truth samples were collected to assess the classification results. The first, second, and third study areas achieved 88%, 85%, and 85% overall accuracies, respectively. Results from the investigation indicate that DM was an efficient method to provide the optimal and transferable classification rules for OBIA, which accelerates the rule-sets creation stage in the OBIA classification domain.

47 CFR 1.772 - Application for special tariff permission.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 47 Telecommunication 1 2010-10-01 2010-10-01 false Application for special tariff permission. 1... Complaints, Applications, Tariffs, and Reports Involving Common Carriers Tariffs § 1.772 Application for special tariff permission. Applications under section 203 of the Communications Act for special tariff...

Knowledge discovery with classification rules in a cardiovascular dataset.

PubMed

Podgorelec, Vili; Kokol, Peter; Stiglic, Milojka Molan; Hericko, Marjan; Rozman, Ivan

2005-12-01

In this paper we study an evolutionary machine learning approach to data mining and knowledge discovery based on the induction of classification rules. A method for automatic rules induction called AREX using evolutionary induction of decision trees and automatic programming is introduced. The proposed algorithm is applied to a cardiovascular dataset consisting of different groups of attributes which should possibly reveal the presence of some specific cardiovascular problems in young patients. A case study is presented that shows the use of AREX for the classification of patients and for discovering possible new medical knowledge from the dataset. The defined knowledge discovery loop comprises a medical expert's assessment of induced rules to drive the evolution of rule sets towards more appropriate solutions. The final result is the discovery of a possible new medical knowledge in the field of pediatric cardiology.

Accurate crop classification using hierarchical genetic fuzzy rule-based systems

NASA Astrophysics Data System (ADS)

Topaloglou, Charalampos A.; Mylonas, Stelios K.; Stavrakoudis, Dimitris G.; Mastorocostas, Paris A.; Theocharis, John B.

2014-10-01

This paper investigates the effectiveness of an advanced classification system for accurate crop classification using very high resolution (VHR) satellite imagery. Specifically, a recently proposed genetic fuzzy rule-based classification system (GFRBCS) is employed, namely, the Hierarchical Rule-based Linguistic Classifier (HiRLiC). HiRLiC's model comprises a small set of simple IF-THEN fuzzy rules, easily interpretable by humans. One of its most important attributes is that its learning algorithm requires minimum user interaction, since the most important learning parameters affecting the classification accuracy are determined by the learning algorithm automatically. HiRLiC is applied in a challenging crop classification task, using a SPOT5 satellite image over an intensively cultivated area in a lake-wetland ecosystem in northern Greece. A rich set of higher-order spectral and textural features is derived from the initial bands of the (pan-sharpened) image, resulting in an input space comprising 119 features. The experimental analysis proves that HiRLiC compares favorably to other interpretable classifiers of the literature, both in terms of structural complexity and classification accuracy. Its testing accuracy was very close to that obtained by complex state-of-the-art classification systems, such as the support vector machines (SVM) and random forest (RF) classifiers. Nevertheless, visual inspection of the derived classification maps shows that HiRLiC is characterized by higher generalization properties, providing more homogeneous classifications that the competitors. Moreover, the runtime requirements for producing the thematic map was orders of magnitude lower than the respective for the competitors.

47 CFR 61.87 - Cancellation of tariffs.

Code of Federal Regulations, 2010 CFR

2010-10-01

...) A carrier may cancel an entire tariff. Cancellation of a tariff automatically cancels every page and supplement to that tariff except for the canceling Title Page or first page. (1) If the existing service(s) will be provided under another carrier's tariff, then (i) The carrier whose tariff is being canceled...

14 CFR 221.400 - Filing of paper tariffs required.

Code of Federal Regulations, 2010 CFR

2010-01-01

... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.400 Filing of paper tariffs... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Filing of paper tariffs required. 221.400...; and (2) Simultaneously cancel such records from the paper tariff in the manner prescribed by subparts...

14 CFR 221.500 - Transmission of electronic tariffs to subscribers.

Code of Federal Regulations, 2014 CFR

2014-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.500... to any subscriber to the on-line tariff database, including access to the justification required by... machine-readable data (raw tariff data) of all daily transactions made to its on-line tariff database. The...

14 CFR 221.400 - Filing of paper tariffs required.

Code of Federal Regulations, 2011 CFR

2011-01-01

... 14 Aeronautics and Space 4 2011-01-01 2011-01-01 false Filing of paper tariffs required. 221.400... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.400 Filing of paper tariffs...; and (2) Simultaneously cancel such records from the paper tariff in the manner prescribed by subparts...

14 CFR 221.91 - Delivering tariff publications to Department.

Code of Federal Regulations, 2010 CFR

2010-01-01

... (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Filing Tariff Publications With Department § 221.91... responsibility of processing tariffs. No tariff publication will be accepted by the Department unless it is...

A supervised learning rule for classification of spatiotemporal spike patterns.

PubMed

Lilin Guo; Zhenzhong Wang; Adjouadi, Malek

2016-08-01

This study introduces a novel supervised algorithm for spiking neurons that take into consideration synapse delays and axonal delays associated with weights. It can be utilized for both classification and association and uses several biologically influenced properties, such as axonal and synaptic delays. This algorithm also takes into consideration spike-timing-dependent plasticity as in Remote Supervised Method (ReSuMe). This paper focuses on the classification aspect alone. Spiked neurons trained according to this proposed learning rule are capable of classifying different categories by the associated sequences of precisely timed spikes. Simulation results have shown that the proposed learning method greatly improves classification accuracy when compared to the Spike Pattern Association Neuron (SPAN) and the Tempotron learning rule.

14 CFR 221.94 - Explanation and data supporting tariff changes and new matter in tariffs.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Explanation and data supporting tariff changes and new matter in tariffs. 221.94 Section 221.94 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Filing Tariff Publications...

77 FR 60689 - Transmission Planning and Cost Allocation by Transmission Owning and Operating Public Utilities

Federal Register 2010, 2011, 2012, 2013, 2014

2012-10-04

... filings must be submitted in accordance with the Commission's electronic tariff filing (eTariff... eTariff Filing Title field and in the Description field in eFiling. DATES: Effective on October 4... electronic tariff filing (eTariff) requirements in Electronic Tariff Filings, Order No. 714, FERC Stats...

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery.

PubMed

Belgiu, Mariana; Dr Guţ, Lucian; Strobl, Josef

2014-01-01

The increasing availability of high resolution imagery has triggered the need for automated image analysis techniques, with reduced human intervention and reproducible analysis procedures. The knowledge gained in the past might be of use to achieving this goal, if systematically organized into libraries which would guide the image analysis procedure. In this study we aimed at evaluating the variability of digital classifications carried out by three experts who were all assigned the same interpretation task. Besides the three classifications performed by independent operators, we developed an additional rule-based classification that relied on the image classifications best practices found in the literature, and used it as a surrogate for libraries of object characteristics. The results showed statistically significant differences among all operators who classified the same reference imagery. The classifications carried out by the experts achieved satisfactory results when transferred to another area for extracting the same classes of interest, without modification of the developed rules.

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

PubMed Central

Belgiu, Mariana; Drǎguţ, Lucian; Strobl, Josef

2014-01-01

The increasing availability of high resolution imagery has triggered the need for automated image analysis techniques, with reduced human intervention and reproducible analysis procedures. The knowledge gained in the past might be of use to achieving this goal, if systematically organized into libraries which would guide the image analysis procedure. In this study we aimed at evaluating the variability of digital classifications carried out by three experts who were all assigned the same interpretation task. Besides the three classifications performed by independent operators, we developed an additional rule-based classification that relied on the image classifications best practices found in the literature, and used it as a surrogate for libraries of object characteristics. The results showed statistically significant differences among all operators who classified the same reference imagery. The classifications carried out by the experts achieved satisfactory results when transferred to another area for extracting the same classes of interest, without modification of the developed rules. PMID:24623959

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

NASA Astrophysics Data System (ADS)

Belgiu, Mariana; ǎguţ, Lucian, , Dr; Strobl, Josef

2014-01-01

The increasing availability of high resolution imagery has triggered the need for automated image analysis techniques, with reduced human intervention and reproducible analysis procedures. The knowledge gained in the past might be of use to achieving this goal, if systematically organized into libraries which would guide the image analysis procedure. In this study we aimed at evaluating the variability of digital classifications carried out by three experts who were all assigned the same interpretation task. Besides the three classifications performed by independent operators, we developed an additional rule-based classification that relied on the image classifications best practices found in the literature, and used it as a surrogate for libraries of object characteristics. The results showed statistically significant differences among all operators who classified the same reference imagery. The classifications carried out by the experts achieved satisfactory results when transferred to another area for extracting the same classes of interest, without modification of the developed rules.

A New Data Mining Scheme Using Artificial Neural Networks

PubMed Central

Kamruzzaman, S. M.; Jehad Sarkar, A. M.

2011-01-01

Classification is one of the data mining problems receiving enormous attention in the database community. Although artificial neural networks (ANNs) have been successfully applied in a wide range of machine learning applications, they are however often regarded as black boxes, i.e., their predictions cannot be explained. To enhance the explanation of ANNs, a novel algorithm to extract symbolic rules from ANNs has been proposed in this paper. ANN methods have not been effectively utilized for data mining tasks because how the classifications were made is not explicitly stated as symbolic rules that are suitable for verification or interpretation by human experts. With the proposed approach, concise symbolic rules with high accuracy, that are easily explainable, can be extracted from the trained ANNs. Extracted rules are comparable with other methods in terms of number of rules, average number of conditions for a rule, and the accuracy. The effectiveness of the proposed approach is clearly demonstrated by the experimental results on a set of benchmark data mining classification problems. PMID:22163866

CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules.

PubMed

Cestarelli, Valerio; Fiscon, Giulia; Felici, Giovanni; Bertolazzi, Paola; Weitschek, Emanuel

2016-03-01

Nowadays, knowledge extraction methods from Next Generation Sequencing data are highly requested. In this work, we focus on RNA-seq gene expression analysis and specifically on case-control studies with rule-based supervised classification algorithms that build a model able to discriminate cases from controls. State of the art algorithms compute a single classification model that contains few features (genes). On the contrary, our goal is to elicit a higher amount of knowledge by computing many classification models, and therefore to identify most of the genes related to the predicted class. We propose CAMUR, a new method that extracts multiple and equivalent classification models. CAMUR iteratively computes a rule-based classification model, calculates the power set of the genes present in the rules, iteratively eliminates those combinations from the data set, and performs again the classification procedure until a stopping criterion is verified. CAMUR includes an ad-hoc knowledge repository (database) and a querying tool.We analyze three different types of RNA-seq data sets (Breast, Head and Neck, and Stomach Cancer) from The Cancer Genome Atlas (TCGA) and we validate CAMUR and its models also on non-TCGA data. Our experimental results show the efficacy of CAMUR: we obtain several reliable equivalent classification models, from which the most frequent genes, their relationships, and the relation with a particular cancer are deduced. dmb.iasi.cnr.it/camur.php emanuel@iasi.cnr.it Supplementary data are available at Bioinformatics online. © The Author 2015. Published by Oxford University Press.

Applying Classification Trees to Hospital Administrative Data to Identify Patients with Lower Gastrointestinal Bleeding

PubMed Central

Siddique, Juned; Ruhnke, Gregory W.; Flores, Andrea; Prochaska, Micah T.; Paesch, Elizabeth; Meltzer, David O.; Whelan, Chad T.

2015-01-01

Background Lower gastrointestinal bleeding (LGIB) is a common cause of acute hospitalization. Currently, there is no accepted standard for identifying patients with LGIB in hospital administrative data. The objective of this study was to develop and validate a set of classification algorithms that use hospital administrative data to identify LGIB. Methods Our sample consists of patients admitted between July 1, 2001 and June 30, 2003 (derivation cohort) and July 1, 2003 and June 30, 2005 (validation cohort) to the general medicine inpatient service of the University of Chicago Hospital, a large urban academic medical center. Confirmed cases of LGIB in both cohorts were determined by reviewing the charts of those patients who had at least 1 of 36 principal or secondary International Classification of Diseases, Ninth revision, Clinical Modification (ICD-9-CM) diagnosis codes associated with LGIB. Classification trees were used on the data of the derivation cohort to develop a set of decision rules for identifying patients with LGIB. These rules were then applied to the validation cohort to assess their performance. Results Three classification algorithms were identified and validated: a high specificity rule with 80.1% sensitivity and 95.8% specificity, a rule that balances sensitivity and specificity (87.8% sensitivity, 90.9% specificity), and a high sensitivity rule with 100% sensitivity and 91.0% specificity. Conclusion These classification algorithms can be used in future studies to evaluate resource utilization and assess outcomes associated with LGIB without the use of chart review. PMID:26406318

77 FR 66601 - Electronic Tariff Filings; Notice of Change to eTariff Type of Filing Codes

Federal Register 2010, 2011, 2012, 2013, 2014

2012-11-06

... Tariff Filings; Notice of Change to eTariff Type of Filing Codes Take notice that, effective November 18, 2012, the list of available eTariff Type of Filing Codes (TOFC) will be modified to include a new TOFC... Energy's regulations. Tariff records included in such filings will be automatically accepted to be...

78 FR 39632 - Cotton Board Rules and Regulations: Adjusting Supplemental Assessment on Imports (2013 Amendment)

Federal Register 2010, 2011, 2012, 2013, 2014

2013-07-02

...This proposed rule is a companion to the Agricultural Marketing Service's (AMS) direct final rule (published today in the ``Rules and Regulations'' section of the Federal Register), amending the Cotton Board Rules and Regulations by decreasing the value assigned to imported cotton for calculating supplemental assessments collected for use by the Cotton Research and Promotion Program. An amendment is required to adjust the value assigned to imported cotton and the cotton content of imported products so that it is the same as those paid on domestically produced cotton. In addition, AMS is updating two Harmonized Tariff Schedule (HTS) statistical reporting numbers that were amended since the last assessment adjustment. This proposed rule is a companion document to the direct final rule published elsewhere in this issue of the Federal Register. AMS is publishing this amendment as a direct final rule without prior proposal because the agency is contemplated by statute and required by regulation in 7 CFR 1205.510 and anticipates no significant adverse comment. AMS has explained its reasons in the preamble of the direct final rule. If AMS receives no significant adverse comment during the comment period, no further action on this proposed rule will be taken. If, however, AMS receives significant adverse comment, AMS will withdraw the direct final rule and it will not take effect. In that case, AMS will address all public comments in a subsequent final rule based on this proposed rule. AMS will not institute a second comment period on this rule. Any parties interested in commenting must do so during this comment period.

7 CFR 1001.43 - General classification rules.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 7 Agriculture 9 2010-01-01 2009-01-01 true General classification rules. 1001.43 Section 1001.43 Agriculture Regulations of the Department of Agriculture (Continued) AGRICULTURAL MARKETING SERVICE (Marketing Agreements and Orders; Milk), DEPARTMENT OF AGRICULTURE MILK IN THE NORTHEAST MARKETING AREA Order Regulating...

Comparison of rule induction, decision trees and formal concept analysis approaches for classification

NASA Astrophysics Data System (ADS)

Kotelnikov, E. V.; Milov, V. R.

2018-05-01

Rule-based learning algorithms have higher transparency and easiness to interpret in comparison with neural networks and deep learning algorithms. These properties make it possible to effectively use such algorithms to solve descriptive tasks of data mining. The choice of an algorithm depends also on its ability to solve predictive tasks. The article compares the quality of the solution of the problems with binary and multiclass classification based on the experiments with six datasets from the UCI Machine Learning Repository. The authors investigate three algorithms: Ripper (rule induction), C4.5 (decision trees), In-Close (formal concept analysis). The results of the experiments show that In-Close demonstrates the best quality of classification in comparison with Ripper and C4.5, however the latter two generate more compact rule sets.

AVNM: A Voting based Novel Mathematical Rule for Image Classification.

PubMed

Vidyarthi, Ankit; Mittal, Namita

2016-12-01

In machine learning, the accuracy of the system depends upon classification result. Classification accuracy plays an imperative role in various domains. Non-parametric classifier like K-Nearest Neighbor (KNN) is the most widely used classifier for pattern analysis. Besides its easiness, simplicity and effectiveness characteristics, the main problem associated with KNN classifier is the selection of a number of nearest neighbors i.e. "k" for computation. At present, it is hard to find the optimal value of "k" using any statistical algorithm, which gives perfect accuracy in terms of low misclassification error rate. Motivated by the prescribed problem, a new sample space reduction weighted voting mathematical rule (AVNM) is proposed for classification in machine learning. The proposed AVNM rule is also non-parametric in nature like KNN. AVNM uses the weighted voting mechanism with sample space reduction to learn and examine the predicted class label for unidentified sample. AVNM is free from any initial selection of predefined variable and neighbor selection as found in KNN algorithm. The proposed classifier also reduces the effect of outliers. To verify the performance of the proposed AVNM classifier, experiments are made on 10 standard datasets taken from UCI database and one manually created dataset. The experimental result shows that the proposed AVNM rule outperforms the KNN classifier and its variants. Experimentation results based on confusion matrix accuracy parameter proves higher accuracy value with AVNM rule. The proposed AVNM rule is based on sample space reduction mechanism for identification of an optimal number of nearest neighbor selections. AVNM results in better classification accuracy and minimum error rate as compared with the state-of-art algorithm, KNN, and its variants. The proposed rule automates the selection of nearest neighbor selection and improves classification rate for UCI dataset and manually created dataset. Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.

76 FR 66184 - Post Office Organization and Administration: Establishment, Classification, and Discontinuance

Federal Register 2010, 2011, 2012, 2013, 2014

2011-10-26

... Service published a proposed rule in the Federal Register (76 FR 17794) to improve the process for... POSTAL SERVICE 39 CFR Part 241 Post Office Organization and Administration: Establishment, Classification, and Discontinuance AGENCY: Postal Service. ACTION: Final rule. SUMMARY: The Postal Service is...

46 CFR 520.7 - Tariff limitations.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 46 Shipping 9 2010-10-01 2010-10-01 false Tariff limitations. 520.7 Section 520.7 Shipping FEDERAL MARITIME COMMISSION REGULATIONS AFFECTING OCEAN SHIPPING IN FOREIGN COMMERCE CARRIER AUTOMATED TARIFFS § 520.7 Tariff limitations. (a) General. Tariffs published pursuant to this part shall: (1) Be clear and...

49 CFR 1312.8 - Identification of tariff publication.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 49 Transportation 9 2010-10-01 2010-10-01 false Identification of tariff publication. 1312.8... THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE TRANSPORTATION OF PROPERTY BY OR WITH A WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.8 Identification of tariff publication. (a) Every tariff...

14 CFR 399.35 - Special tariff permission.

Code of Federal Regulations, 2010 CFR

2010-01-01

... Special tariff permission. (a) Definition. As used in this section, to grant STP means to approve a carrier's application for Special Tariff Permission to file a tariff on less than the statutory notice set... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Special tariff permission. 399.35 Section...

14 CFR 221.120 - Grounds for approving or denying Special Tariff Permission applications.

Code of Federal Regulations, 2010 CFR

2010-01-01

... Tariff Permission applications. 221.120 Section 221.120 Aeronautics and Space OFFICE OF THE SECRETARY... approving applications for Special Tariff Permission to file on less than statutory notice the tariff changes necessary to correct such errors. Each application for Special Tariff Permission based on such...

49 CFR 1312.8 - Identification of tariff publication.

Code of Federal Regulations, 2013 CFR

2013-10-01

... 49 Transportation 9 2013-10-01 2013-10-01 false Identification of tariff publication. 1312.8... THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE TRANSPORTATION OF PROPERTY BY OR WITH A WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.8 Identification of tariff publication. (a) Every tariff...

18 CFR 341.3 - Form of tariff.

Code of Federal Regulations, 2011 CFR

2011-04-01

... to which the tariff is issued; (vi) The issue date, which must be shown on the lower left side, and...] New + [N] (ii) Reissued items must include in the square or brackets the number of the tariff... prior tariff publication, the new tariff publication must indicate the cancellation. If such omissions...

18 CFR 341.3 - Form of tariff.

Code of Federal Regulations, 2010 CFR

2010-04-01

... to which the tariff is issued; (vi) The issue date, which must be shown on the lower left side, and...] New + [N] (ii) Reissued items must include in the square or brackets the number of the tariff... prior tariff publication, the new tariff publication must indicate the cancellation. If such omissions...

Strength Analysis on Ship Ladder Using Finite Element Method

NASA Astrophysics Data System (ADS)

Budianto; Wahyudi, M. T.; Dinata, U.; Ruddianto; Eko P., M. M.

2018-01-01

In designing the ship’s structure, it should refer to the rules in accordance with applicable classification standards. In this case, designing Ladder (Staircase) on a Ferry Ship which is set up, it must be reviewed based on the loads during ship operations, either during sailing or at port operations. The classification rules in ship design refer to the calculation of the structure components described in Classification calculation method and can be analysed using the Finite Element Method. Classification Regulations used in the design of Ferry Ships used BKI (Bureau of Classification Indonesia). So the rules for the provision of material composition in the mechanical properties of the material should refer to the classification of the used vessel. The analysis in this structure used program structure packages based on Finite Element Method. By using structural analysis on Ladder (Ladder), it obtained strength and simulation structure that can withstand load 140 kg both in static condition, dynamic, and impact. Therefore, the result of the analysis included values of safety factors in the ship is to keep the structure safe but the strength of the structure is not excessive.

14 CFR 221.212 - Special tariff permission.

Code of Federal Regulations, 2011 CFR

2011-01-01

... electronic submission. Such paper submission shall be in the form of a revised tariff page rather than as a separate request for Special Tariff Permission. All material being submitted on a paper tariff page as part of an electronic submission will clearly indicate the portion(s) of such tariff page that is being...

46 CFR 520.4 - Tariff contents.

Code of Federal Regulations, 2012 CFR

2012-10-01

... 46 Shipping 9 2012-10-01 2012-10-01 false Tariff contents. 520.4 Section 520.4 Shipping FEDERAL MARITIME COMMISSION REGULATIONS AFFECTING OCEAN SHIPPING IN FOREIGN COMMERCE CARRIER AUTOMATED TARIFFS § 520.4 Tariff contents. (a) General. Tariffs published pursuant to this part shall: (1) State the places between which cargo will be carried; (2)...

46 CFR 520.4 - Tariff contents.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 46 Shipping 9 2014-10-01 2014-10-01 false Tariff contents. 520.4 Section 520.4 Shipping FEDERAL MARITIME COMMISSION REGULATIONS AFFECTING OCEAN SHIPPING IN FOREIGN COMMERCE CARRIER AUTOMATED TARIFFS § 520.4 Tariff contents. (a) General. Tariffs published pursuant to this part shall: (1) State the places between which cargo will be carried; (2)...

46 CFR 520.4 - Tariff contents.

Code of Federal Regulations, 2013 CFR

2013-10-01

... 46 Shipping 9 2013-10-01 2013-10-01 false Tariff contents. 520.4 Section 520.4 Shipping FEDERAL MARITIME COMMISSION REGULATIONS AFFECTING OCEAN SHIPPING IN FOREIGN COMMERCE CARRIER AUTOMATED TARIFFS § 520.4 Tariff contents. (a) General. Tariffs published pursuant to this part shall: (1) State the places between which cargo will be carried; (2)...

78 FR 32090 - Filing, Indexing, and Service Requirements for Oil Pipelines

Federal Register 2010, 2011, 2012, 2013, 2014

2013-05-29

...-ministerial tariff changes without filing to withdraw any pending proposal and making a new tariff filing... current rates and the proposed ``new'' rates in a cover letter when making a tariff change and oil... that all tariffs and tariff revisions and rate change applications for oil pipelines and other...

46 CFR 520.4 - Tariff contents.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 46 Shipping 9 2011-10-01 2011-10-01 false Tariff contents. 520.4 Section 520.4 Shipping FEDERAL MARITIME COMMISSION REGULATIONS AFFECTING OCEAN SHIPPING IN FOREIGN COMMERCE CARRIER AUTOMATED TARIFFS § 520.4 Tariff contents. (a) General. Tariffs published pursuant to this part shall: (1) State the places between which cargo will be carried; (2)...

18 CFR 154.3 - Effective tariff.

Code of Federal Regulations, 2010 CFR

2010-04-01

... Conditions § 154.3 Effective tariff. (a) The effective tariff of a natural gas company is the tariff filed pursuant to the requirements of this part, and permitted by the Commission to become effective. A natural... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Effective tariff. 154.3...

18 CFR 341.9 - Index of tariffs.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Index of tariffs. 341.9... SUBJECT TO SECTION 6 OF THE INTERSTATE COMMERCE ACT § 341.9 Index of tariffs. (a) In general. Each carrier must publish as a separate tariff publication under its FERC Tariff numbering system, a complete index...

14 CFR 221.122 - Special Tariff Permission to be used in its entirety as granted.

Code of Federal Regulations, 2010 CFR

2010-01-01

... extensive or different permission is desired, a new application for Special Tariff Permission conforming... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Special Tariff Permission to be used in its... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Special Tariff Permission To File on Less Than...

75 FR 82382 - Electronic Tariff Filings; Notice of Technical Conference

Federal Register 2010, 2011, 2012, 2013, 2014

2010-12-30

... DEPARTMENT OF ENERGY Federal Energy Regulatory Commission [Docket No. RM01-5-000] Electronic... electronic filing of tariff and tariff related materials pursuant to Order No. 714.\\1\\ The technical... implementation of eTariff. \\1\\ Electronic Tariff Filings, Order No. 714, 73 FR 57,515 (Oct. 3, 2008), 124 FERC...

37 CFR 2.85 - Classification schedules.

Code of Federal Regulations, 2013 CFR

2013-07-01

... 37 Patents, Trademarks, and Copyrights 1 2013-07-01 2013-07-01 false Classification schedules. 2..., DEPARTMENT OF COMMERCE RULES OF PRACTICE IN TRADEMARK CASES Classification § 2.85 Classification schedules. (a) International classification system. Section 6.1 of this chapter sets forth the international...

37 CFR 2.85 - Classification schedules.

Code of Federal Regulations, 2012 CFR

2012-07-01

... 37 Patents, Trademarks, and Copyrights 1 2012-07-01 2012-07-01 false Classification schedules. 2..., DEPARTMENT OF COMMERCE RULES OF PRACTICE IN TRADEMARK CASES Classification § 2.85 Classification schedules. (a) International classification system. Section 6.1 of this chapter sets forth the international...

37 CFR 2.85 - Classification schedules.

Code of Federal Regulations, 2014 CFR

2014-07-01

... 37 Patents, Trademarks, and Copyrights 1 2014-07-01 2014-07-01 false Classification schedules. 2..., DEPARTMENT OF COMMERCE RULES OF PRACTICE IN TRADEMARK CASES Classification § 2.85 Classification schedules. (a) International classification system. Section 6.1 of this chapter sets forth the international...

37 CFR 2.85 - Classification schedules.

Code of Federal Regulations, 2011 CFR

2011-07-01

... 37 Patents, Trademarks, and Copyrights 1 2011-07-01 2011-07-01 false Classification schedules. 2..., DEPARTMENT OF COMMERCE RULES OF PRACTICE IN TRADEMARK CASES Classification § 2.85 Classification schedules. (a) International classification system. Section 6.1 of this chapter sets forth the international...

37 CFR 2.85 - Classification schedules.

Code of Federal Regulations, 2010 CFR

2010-07-01

... 37 Patents, Trademarks, and Copyrights 1 2010-07-01 2010-07-01 false Classification schedules. 2..., DEPARTMENT OF COMMERCE RULES OF PRACTICE IN TRADEMARK CASES Classification § 2.85 Classification schedules. (a) International classification system. Section 6.1 of this chapter sets forth the international...

18 CFR 3a.31 - Classification markings and special notations.

Code of Federal Regulations, 2011 CFR

2011-04-01

... unit taking the action. When classification changes are made, the classification markings themselves... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Classification markings... REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification...

Commercial Training Device Requirement (CTDR) for Initial Entry Rotary Wing (IERW) Aviation Training Helicopter

DTIC Science & Technology

1989-12-24

training; 16 . PRICE CODE 17. SECURITY CLASSIFICATION 18. SECURITY CLASSIFICATION 19. SECURITY CLASSIFICATION 20. LIMITATION OF ABSTRACT OF REPORT OF...to be leased is 205. One hundred aircraft will be VFR aircraft only. One hundred and five aircraft will be instrument flight rules ( IFR ) certified, 55...of which will be IFR equipped. The other IFR -certified aircraft will be visual flight rules equipped. c. The total lease cost is based on an assumed

Differential impact of relevant and irrelevant dimension primes on rule-based and information-integration category learning.

PubMed

Grimm, Lisa R; Maddox, W Todd

2013-11-01

Research has identified multiple category-learning systems with each being "tuned" for learning categories with different task demands and each governed by different neurobiological systems. Rule-based (RB) classification involves testing verbalizable rules for category membership while information-integration (II) classification requires the implicit learning of stimulus-response mappings. In the first study to directly test rule priming with RB and II category learning, we investigated the influence of the availability of information presented at the beginning of the task. Participants viewed lines that varied in length, orientation, and position on the screen, and were primed to focus on stimulus dimensions that were relevant or irrelevant to the correct classification rule. In Experiment 1, we used an RB category structure, and in Experiment 2, we used an II category structure. Accuracy and model-based analyses suggested that a focus on relevant dimensions improves RB task performance later in learning while a focus on an irrelevant dimension improves II task performance early in learning. © 2013.

Belief Function Based Decision Fusion for Decentralized Target Classification in Wireless Sensor Networks

PubMed Central

Zhang, Wenyu; Zhang, Zhenjiang

2015-01-01

Decision fusion in sensor networks enables sensors to improve classification accuracy while reducing the energy consumption and bandwidth demand for data transmission. In this paper, we focus on the decentralized multi-class classification fusion problem in wireless sensor networks (WSNs) and a new simple but effective decision fusion rule based on belief function theory is proposed. Unlike existing belief function based decision fusion schemes, the proposed approach is compatible with any type of classifier because the basic belief assignments (BBAs) of each sensor are constructed on the basis of the classifier’s training output confusion matrix and real-time observations. We also derive explicit global BBA in the fusion center under Dempster’s combinational rule, making the decision making operation in the fusion center greatly simplified. Also, sending the whole BBA structure to the fusion center is avoided. Experimental results demonstrate that the proposed fusion rule has better performance in fusion accuracy compared with the naïve Bayes rule and weighted majority voting rule. PMID:26295399

18 CFR 154.603 - Adoption of the tariff by a successor.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Adoption of the tariff by a successor. 154.603 Section 154.603 Conservation of Power and Water Resources FEDERAL ENERGY... Other Tariff Changes § 154.603 Adoption of the tariff by a successor. Whenever the tariff or contracts...

18 CFR 154.603 - Adoption of the tariff by a successor.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Adoption of the tariff by a successor. 154.603 Section 154.603 Conservation of Power and Water Resources FEDERAL ENERGY... Other Tariff Changes § 154.603 Adoption of the tariff by a successor. Whenever the tariff or contracts...

18 CFR 154.603 - Adoption of the tariff by a successor.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Adoption of the tariff by a successor. 154.603 Section 154.603 Conservation of Power and Water Resources FEDERAL ENERGY... Other Tariff Changes § 154.603 Adoption of the tariff by a successor. Whenever the tariff or contracts...

18 CFR 154.603 - Adoption of the tariff by a successor.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Adoption of the tariff by a successor. 154.603 Section 154.603 Conservation of Power and Water Resources FEDERAL ENERGY... Other Tariff Changes § 154.603 Adoption of the tariff by a successor. Whenever the tariff or contracts...

18 CFR 154.208 - Service of tariff filings on customers and other parties.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Service of tariff filings on customers and other parties. 154.208 Section 154.208 Conservation of Power and Water Resources... SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.208 Service of tariff filings on customers and...

18 CFR 154.603 - Adoption of the tariff by a successor.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Adoption of the tariff by a successor. 154.603 Section 154.603 Conservation of Power and Water Resources FEDERAL ENERGY... Other Tariff Changes § 154.603 Adoption of the tariff by a successor. Whenever the tariff or contracts...

18 CFR 154.208 - Service of tariff filings on customers and other parties.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Service of tariff filings on customers and other parties. 154.208 Section 154.208 Conservation of Power and Water Resources... SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.208 Service of tariff filings on customers and...

18 CFR 154.208 - Service of tariff filings on customers and other parties.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Service of tariff filings on customers and other parties. 154.208 Section 154.208 Conservation of Power and Water Resources... SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.208 Service of tariff filings on customers and...

18 CFR 154.208 - Service of tariff filings on customers and other parties.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Service of tariff filings on customers and other parties. 154.208 Section 154.208 Conservation of Power and Water Resources... SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.208 Service of tariff filings on customers and...

Participatory environmental governance in China: public hearings on urban water tariff setting.

PubMed

Zhong, Li-Jin; Mol, Arthur P J

2008-09-01

In the late 1990s China started to expand its market economic reform to the public sector, such as water services. This reform led to major changes in urban water management, including water tariff management. The reforms in water tariff management relate not only to tariffs, but also to the decision-making on tariffs. Water tariff decision-making seems to move away from China's conventional mode of highly centralized and bureaucratic policy- and decision-making. The legalization, institutionalization and performance of public hearings in water tariff management forms a crucial innovation in this respect. This article analyzes the emergence, development and current functioning of public hearings in water tariff setting, and assesses to what extent public hearings are part of a turning point in China's tradition of centralized bureaucratic decision-making, towards more transparent, decentralized and participative governance.

HAMAP in 2013, new developments in the protein family classification and annotation system

PubMed Central

Pedruzzi, Ivo; Rivoire, Catherine; Auchincloss, Andrea H.; Coudert, Elisabeth; Keller, Guillaume; de Castro, Edouard; Baratin, Delphine; Cuche, Béatrice A.; Bougueleret, Lydie; Poux, Sylvain; Redaschi, Nicole; Xenarios, Ioannis; Bridge, Alan

2013-01-01

HAMAP (High-quality Automated and Manual Annotation of Proteins—available at http://hamap.expasy.org/) is a system for the classification and annotation of protein sequences. It consists of a collection of manually curated family profiles for protein classification, and associated annotation rules that specify annotations that apply to family members. HAMAP was originally developed to support the manual curation of UniProtKB/Swiss-Prot records describing microbial proteins. Here we describe new developments in HAMAP, including the extension of HAMAP to eukaryotic proteins, the use of HAMAP in the automated annotation of UniProtKB/TrEMBL, providing high-quality annotation for millions of protein sequences, and the future integration of HAMAP into a unified system for UniProtKB annotation, UniRule. HAMAP is continuously updated by expert curators with new family profiles and annotation rules as new protein families are characterized. The collection of HAMAP family classification profiles and annotation rules can be browsed and viewed on the HAMAP website, which also provides an interface to scan user sequences against HAMAP profiles. PMID:23193261

Resolving task rule incongruence during task switching by competitor rule suppression.

PubMed

Meiran, Nachshon; Hsieh, Shulan; Dimov, Eduard

2010-07-01

Task switching requires maintaining readiness to execute any task of a given set of tasks. However, when tasks switch, the readiness to execute the now-irrelevant task generates interference, as seen in the task rule incongruence effect. Overcoming such interference requires fine-tuned inhibition that impairs task readiness only minimally. In an experiment involving 2 object classification tasks and 2 location classification tasks, the authors show that irrelevant task rules that generate response conflicts are inhibited. This competitor rule suppression (CRS) is seen in response slowing in subsequent trials, when the competing rules become relevant. CRS is shown to operate on specific rules without affecting similar rules. CRS and backward inhibition, which is another inhibitory phenomenon, produced additive effects on reaction time, suggesting their mutual independence. Implications for current formal theories of task switching as well as for conflict monitoring theories are discussed. (c) 2010 APA, all rights reserved

76 FR 46267 - Increase in Fiscal Year 2011 Specialty Sugar Tariff-Rate Quota; Determination of Total Amounts of...

Federal Register 2010, 2011, 2012, 2013, 2014

2011-08-02

... Tariff-Rate Quota; Determination of Total Amounts of Fiscal Year 2012 Tariff-Rate Quotas for Raw Cane... Raw Sugar Tariff- Rate Quota AGENCY: Office of the Secretary, USDA. ACTION: Notice. SUMMARY: The... year (FY) 2011 specialty sugar tariff-rate quota (TRQ) of 9,072 metric tons raw value (MTRV). The...

Global effects of accelerated tariff liberalization in the forest products sector to 2010.

Treesearch

Shushuai Zhu; Joseph Buongiorno; David J. Brooks

2002-01-01

This study projects the effects of tariff elimination on the world sector. Projections were done for two scenarios: (1) progressive tariff elimination according to the schedule agreed to under the current General Agreement on Tariff or Trade (GATT) and (2) complete elimination of tariff on wood products as proposed within the Asia-Pacific Economic Cooperation (APEC)...

14 CFR 399.40 - Tariffs for domestic air transportation on or after January 1, 1983.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Tariffs for domestic air transportation on... Relating to Rates and Tariffs § 399.40 Tariffs for domestic air transportation on or after January 1, 1983. The Board will not approve or accept any tariff filings for interstate of overseas air transportation...

14 CFR 221.92 - Number of copies required.

Code of Federal Regulations, 2010 CFR

2010-01-01

... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Filing Tariff Publications With Department § 221.92 Number of copies required. Two copies of each paper tariff, tariff revision and adoption notice to be filed shall be sent to...

Analysis of mesenchymal stem cell differentiation in vitro using classification association rule mining.

PubMed

Wang, Weiqi; Wang, Yanbo Justin; Bañares-Alcántara, René; Coenen, Frans; Cui, Zhanfeng

2009-12-01

In this paper, data mining is used to analyze the data on the differentiation of mammalian Mesenchymal Stem Cells (MSCs), aiming at discovering known and hidden rules governing MSC differentiation, following the establishment of a web-based public database containing experimental data on the MSC proliferation and differentiation. To this effect, a web-based public interactive database comprising the key parameters which influence the fate and destiny of mammalian MSCs has been constructed and analyzed using Classification Association Rule Mining (CARM) as a data-mining technique. The results show that the proposed approach is technically feasible and performs well with respect to the accuracy of (classification) prediction. Key rules mined from the constructed MSC database are consistent with experimental observations, indicating the validity of the method developed and the first step in the application of data mining to the study of MSCs.

Effective Diagnosis of Alzheimer's Disease by Means of Association Rules

NASA Astrophysics Data System (ADS)

Chaves, R.; Ramírez, J.; Górriz, J. M.; López, M.; Salas-Gonzalez, D.; Illán, I.; Segovia, F.; Padilla, P.

In this paper we present a novel classification method of SPECT images for the early diagnosis of the Alzheimer's disease (AD). The proposed method is based on Association Rules (ARs) aiming to discover interesting associations between attributes contained in the database. The system uses firstly voxel-as-features (VAF) and Activation Estimation (AE) to find tridimensional activated brain regions of interest (ROIs) for each patient. These ROIs act as inputs to secondly mining ARs between activated blocks for controls, with a specified minimum support and minimum confidence. ARs are mined in supervised mode, using information previously extracted from the most discriminant rules for centering interest in the relevant brain areas, reducing the computational requirement of the system. Finally classification process is performed depending on the number of previously mined rules verified by each subject, yielding an up to 95.87% classification accuracy, thus outperforming recent developed methods for AD diagnosis.

Improved GART neural network model for pattern classification and rule extraction with application to power systems.

PubMed

Yap, Keem Siah; Lim, Chee Peng; Au, Mau Teng

2011-12-01

Generalized adaptive resonance theory (GART) is a neural network model that is capable of online learning and is effective in tackling pattern classification tasks. In this paper, we propose an improved GART model (IGART), and demonstrate its applicability to power systems. IGART enhances the dynamics of GART in several aspects, which include the use of the Laplacian likelihood function, a new vigilance function, a new match-tracking mechanism, an ordering algorithm for determining the sequence of training data, and a rule extraction capability to elicit if-then rules from the network. To assess the effectiveness of IGART and to compare its performances with those from other methods, three datasets that are related to power systems are employed. The experimental results demonstrate the usefulness of IGART with the rule extraction capability in undertaking classification problems in power systems engineering.

On the Discriminant Analysis in the 2-Populations Case

NASA Astrophysics Data System (ADS)

Rublík, František

2008-01-01

The empirical Bayes Gaussian rule, which in the normal case yields good values of the probability of total error, may yield high values of the maximum probability error. From this point of view the presented modified version of the classification rule of Broffitt, Randles and Hogg appears to be superior. The modification included in this paper is termed as a WR method, and the choice of its weights is discussed. The mentioned methods are also compared with the K nearest neighbours classification rule.

14 CFR 221.500 - Transmission of electronic tariffs to subscribers.

Code of Federal Regulations, 2011 CFR

2011-01-01

... to any subscriber to the on-line tariff database, including access to the justification required by... machine-readable data (raw tariff data) of all daily transactions made to its on-line tariff database. The...

14 CFR 221.500 - Transmission of electronic tariffs to subscribers.

Code of Federal Regulations, 2013 CFR

2013-01-01

... to any subscriber to the on-line tariff database, including access to the justification required by... machine-readable data (raw tariff data) of all daily transactions made to its on-line tariff database. The...

14 CFR 221.500 - Transmission of electronic tariffs to subscribers.

Code of Federal Regulations, 2010 CFR

2010-01-01

... to any subscriber to the on-line tariff database, including access to the justification required by... machine-readable data (raw tariff data) of all daily transactions made to its on-line tariff database. The...

14 CFR 221.500 - Transmission of electronic tariffs to subscribers.

Code of Federal Regulations, 2012 CFR

2012-01-01

... to any subscriber to the on-line tariff database, including access to the justification required by... machine-readable data (raw tariff data) of all daily transactions made to its on-line tariff database. The...

75 FR 53271 - Assessment of Fees for Dairy Import Licenses for the 2011 Tariff-Rate Import Quota Year

Federal Register 2010, 2011, 2012, 2013, 2014

2010-08-31

... Service Assessment of Fees for Dairy Import Licenses for the 2011 Tariff- Rate Import Quota Year AGENCY... charged for the 2011 tariff-rate quota (TRQ) year for each license issued to a person or firm by the U.S... tariff-rate quotas set forth in the Harmonized Tariff Schedule (HTS) of the United States. DATES...

49 CFR 1312.6 - Advance notice required.

Code of Federal Regulations, 2013 CFR

2013-10-01

... after filing for all collectively established tariff matter. (2) Seven workdays after filing for independently established increased tariff matter. (3) Upon filing for independently established new tariff matter, independently established reduced tariff matter, the addition or restoration of a carrier's...

Logical-Rule Models of Classification Response Times: A Synthesis of Mental-Architecture, Random-Walk, and Decision-Bound Approaches

ERIC Educational Resources Information Center

Fific, Mario; Little, Daniel R.; Nosofsky, Robert M.

2010-01-01

We formalize and provide tests of a set of logical-rule models for predicting perceptual classification response times (RTs) and choice probabilities. The models are developed by synthesizing mental-architecture, random-walk, and decision-bound approaches. According to the models, people make independent decisions about the locations of stimuli…

Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results.

PubMed

Otero, Fernando E B; Freitas, Alex A

2016-01-01

Most ant colony optimization (ACO) algorithms for inducing classification rules use a ACO-based procedure to create a rule in a one-at-a-time fashion. An improved search strategy has been proposed in the cAnt-Miner[Formula: see text] algorithm, where an ACO-based procedure is used to create a complete list of rules (ordered rules), i.e., the ACO search is guided by the quality of a list of rules instead of an individual rule. In this paper we propose an extension of the cAnt-Miner[Formula: see text] algorithm to discover a set of rules (unordered rules). The main motivations for this work are to improve the interpretation of individual rules by discovering a set of rules and to evaluate the impact on the predictive accuracy of the algorithm. We also propose a new measure to evaluate the interpretability of the discovered rules to mitigate the fact that the commonly used model size measure ignores how the rules are used to make a class prediction. Comparisons with state-of-the-art rule induction algorithms, support vector machines, and the cAnt-Miner[Formula: see text] producing ordered rules are also presented.

77 FR 47544 - Approval of Classification Societies

Federal Register 2010, 2011, 2012, 2013, 2014

2012-08-09

...-AB35 Approval of Classification Societies AGENCY: Coast Guard, DHS. ACTION: Final rule. SUMMARY: Federal law requires that classification societies conducting certain work in the United States be... that classification societies must meet in order to obtain approval by the Coast Guard. Through this...

Modelling altered revenue function based on varying power consumption distribution and electricity tariff charge using data analytics framework

NASA Astrophysics Data System (ADS)

Zainudin, W. N. R. A.; Ramli, N. A.

2017-09-01

In 2010, Energy Commission (EC) had introduced Incentive Based Regulation (IBR) to ensure sustainable Malaysian Electricity Supply Industry (MESI), promotes transparent and fair returns, encourage maximum efficiency and maintains policy driven end user tariff. To cater such revolutionary transformation, a sophisticated system to generate policy driven electricity tariff structure is in great need. Hence, this study presents a data analytics framework that generates altered revenue function based on varying power consumption distribution and tariff charge function. For the purpose of this study, the power consumption distribution is being proxy using proportion of household consumption and electricity consumed in KwH and the tariff charge function is being proxy using three-tiered increasing block tariff (IBT). The altered revenue function is useful to give an indication on whether any changes in the power consumption distribution and tariff charges will give positive or negative impact to the economy. The methodology used for this framework begins by defining the revenue to be a function of power consumption distribution and tariff charge function. Then, the proportion of household consumption and tariff charge function is derived within certain interval of electricity power. Any changes in those proportion are conjectured to contribute towards changes in revenue function. Thus, these changes can potentially give an indication on whether the changes in power consumption distribution and tariff charge function are giving positive or negative impact on TNB revenue. Based on the finding of this study, major changes on tariff charge function seems to affect altered revenue function more than power consumption distribution. However, the paper concludes that power consumption distribution and tariff charge function can influence TNB revenue to some great extent.

14 CFR 221.195 - Requirement for filing printed material.

Code of Federal Regulations, 2010 CFR

2010-01-01

... (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.195 Requirement for filing printed material. (a) Any tariff, or revision thereto, filed in paper format which accompanies....190(b). Further, such paper tariff, or revision thereto, shall be filed in accordance with the...

14 CFR 221.202 - The filing of tariffs and amendments to tariffs.

Code of Federal Regulations, 2012 CFR

2012-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.202 The... provisions, including any advance reservation/ticketing requirements, provisions for payment (including... shall not contain the phrase “intentionally left blank”. (10) Any material accepted by the Department...

14 CFR 221.202 - The filing of tariffs and amendments to tariffs.

Code of Federal Regulations, 2011 CFR

2011-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.202 The... provisions, including any advance reservation/ticketing requirements, provisions for payment (including... shall not contain the phrase “intentionally left blank”. (10) Any material accepted by the Department...

14 CFR 221.202 - The filing of tariffs and amendments to tariffs.

Code of Federal Regulations, 2014 CFR

2014-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.202 The... provisions, including any advance reservation/ticketing requirements, provisions for payment (including... shall not contain the phrase “intentionally left blank”. (10) Any material accepted by the Department...

14 CFR 221.202 - The filing of tariffs and amendments to tariffs.

Code of Federal Regulations, 2013 CFR

2013-01-01

... TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.202 The... provisions, including any advance reservation/ticketing requirements, provisions for payment (including... shall not contain the phrase “intentionally left blank”. (10) Any material accepted by the Department...

14 CFR 221.10 - Carrier.

Code of Federal Regulations, 2012 CFR

2012-01-01

... and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Who is Authorized To Issue and File Tariffs § 221.10 Carrier. (a) Local or joint tariffs. A carrier may issue and file, in its own name, tariff publications which contain: (1) Local fares of...

14 CFR 221.10 - Carrier.

Code of Federal Regulations, 2010 CFR

2010-01-01

... and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Who is Authorized To Issue and File Tariffs § 221.10 Carrier. (a) Local or joint tariffs. A carrier may issue and file, in its own name, tariff publications which contain: (1) Local fares of...

14 CFR 221.10 - Carrier.

Code of Federal Regulations, 2011 CFR

2011-01-01

... and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Who is Authorized To Issue and File Tariffs § 221.10 Carrier. (a) Local or joint tariffs. A carrier may issue and file, in its own name, tariff publications which contain: (1) Local fares of...

14 CFR 221.10 - Carrier.

Code of Federal Regulations, 2014 CFR

2014-01-01

... and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Who is Authorized To Issue and File Tariffs § 221.10 Carrier. (a) Local or joint tariffs. A carrier may issue and file, in its own name, tariff publications which contain: (1) Local fares of...

14 CFR 221.10 - Carrier.

Code of Federal Regulations, 2013 CFR

2013-01-01

... and Space OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Who is Authorized To Issue and File Tariffs § 221.10 Carrier. (a) Local or joint tariffs. A carrier may issue and file, in its own name, tariff publications which contain: (1) Local fares of...

48 CFR 252.239-7006 - Tariff information.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 48 Federal Acquisition Regulations System 3 2014-10-01 2014-10-01 false Tariff information. 252... Provisions And Clauses 252.239-7006 Tariff information. As prescribed in 239.7411(a), use the following clause: Tariff Information (JUL 1997) (a) The Contractor shall provide to the Contracting Officer— (1...

46 CFR 520.7 - Tariff limitations.

Code of Federal Regulations, 2011 CFR

2011-10-01

... the time the shipment is tendered for ocean transportation. (f) Conference situations. (1) New members... notice is published in the conference tariff. (2) New conference agreements have ninety (90) days within which to publish a new tariff. (g) Overcharge claims. (1) No tariff may limit the filing of overcharge...

A Swarm Optimization approach for clinical knowledge mining.

PubMed

Christopher, J Jabez; Nehemiah, H Khanna; Kannan, A

2015-10-01

Rule-based classification is a typical data mining task that is being used in several medical diagnosis and decision support systems. The rules stored in the rule base have an impact on classification efficiency. Rule sets that are extracted with data mining tools and techniques are optimized using heuristic or meta-heuristic approaches in order to improve the quality of the rule base. In this work, a meta-heuristic approach called Wind-driven Swarm Optimization (WSO) is used. The uniqueness of this work lies in the biological inspiration that underlies the algorithm. WSO uses Jval, a new metric, to evaluate the efficiency of a rule-based classifier. Rules are extracted from decision trees. WSO is used to obtain different permutations and combinations of rules whereby the optimal ruleset that satisfies the requirement of the developer is used for predicting the test data. The performance of various extensions of decision trees, namely, RIPPER, PART, FURIA and Decision Tables are analyzed. The efficiency of WSO is also compared with the traditional Particle Swarm Optimization. Experiments were carried out with six benchmark medical datasets. The traditional C4.5 algorithm yields 62.89% accuracy with 43 rules for liver disorders dataset where as WSO yields 64.60% with 19 rules. For Heart disease dataset, C4.5 is 68.64% accurate with 98 rules where as WSO is 77.8% accurate with 34 rules. The normalized standard deviation for accuracy of PSO and WSO are 0.5921 and 0.5846 respectively. WSO provides accurate and concise rulesets. PSO yields results similar to that of WSO but the novelty of WSO lies in its biological motivation and it is customization for rule base optimization. The trade-off between the prediction accuracy and the size of the rule base is optimized during the design and development of rule-based clinical decision support system. The efficiency of a decision support system relies on the content of the rule base and classification accuracy. Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.

77 FR 41481 - Integration of Variable Energy Resources

Federal Register 2010, 2011, 2012, 2013, 2014

2012-07-13

...The Federal Energy Regulatory Commission is amending the pro forma Open Access Transmission Tariff to remove unduly discriminatory practices and to ensure just and reasonable rates for Commission- jurisdictional services. Specifically, this Final Rule removes barriers to the integration of variable energy resources by requiring each public utility transmission provider to: offer intra-hourly transmission scheduling; and, incorporate provisions into the pro forma Large Generator Interconnection Agreement requiring interconnection customers whose generating facilities are variable energy resources to provide meteorological and forced outage data to the public utility transmission provider for the purpose of power production forecasting.

Controversy over drill pipe, tubular goods heats up as US increases import duties

DOE Office of Scientific and Technical Information (OSTI.GOV)

NONE

U.S.makers of oil country tubular goods (OCTG) and line pipe accused foreign manufacturers of dumping goods in the country, and the U.S. Department of Commerce International Trade Administration (ITA) agreed with them. The ITA then slapped duties on foreign manufacturers. The manufacturers appealed the decision and the U.S. International Trade Commission upheld the ITA ruling and reinforced it by saying the actions by foreign manufacturers hurt U.S. OCTG makers. Many groups oppose the tariff. This paper describes this controversy and describes some of the impacts on various industries.

The Development of DNA Based Methods for the Reliable and Efficient Identification of Nicotiana tabacum in Tobacco and Its Derived Products

PubMed Central

Fan, Wei; Li, Rong; Li, Sifan; Ping, Wenli; Li, Shujun; Naumova, Alexandra; Peelen, Tamara; Yuan, Zheng; Zhang, Dabing

2016-01-01

Reliable methods are needed to detect the presence of tobacco components in tobacco products to effectively control smuggling and classify tariff and excise in tobacco industry to control illegal tobacco trade. In this study, two sensitive and specific DNA based methods, one quantitative real-time PCR (qPCR) assay and the other loop-mediated isothermal amplification (LAMP) assay, were developed for the reliable and efficient detection of the presence of tobacco (Nicotiana tabacum) in various tobacco samples and commodities. Both assays targeted the same sequence of the uridine 5′-monophosphate synthase (UMPS), and their specificities and sensitivities were determined with various plant materials. Both qPCR and LAMP methods were reliable and accurate in the rapid detection of tobacco components in various practical samples, including customs samples, reconstituted tobacco samples, and locally purchased cigarettes, showing high potential for their application in tobacco identification, particularly in the special cases where the morphology or chemical compositions of tobacco have been disrupted. Therefore, combining both methods would facilitate not only the detection of tobacco smuggling control, but also the detection of tariff classification and of excise. PMID:27635142

18 CFR 3a.11 - Classification of official information.

Code of Federal Regulations, 2011 CFR

2011-04-01

... classification categories are defined as follows: (1) Top Secret. Top Secret refers to national security... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Classification of... REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

14 CFR 221.212 - Special tariff permission.

Code of Federal Regulations, 2010 CFR

2010-01-01

... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Electronically Filed Tariffs § 221.212 Special tariff permission. (a... authority is sought to effect changes on less than bilateral/statutory notice, and it contains related paper under § 221.195, the paper submission must bear the same filing advice number as that used for the...

47 CFR 1.720 - General pleading requirements.

Code of Federal Regulations, 2010 CFR

2010-10-01

..., Applications, Tariffs, and Reports Involving Common Carriers Formal Complaints § 1.720 General pleading... rendered on the merits of the complaint. (h) Specific reference shall be made to any tariff provision relied on in support of a claim or defense. Copies of relevant tariffs or relevant portions of tariffs...

18 CFR 154.109 - General terms and conditions.

Code of Federal Regulations, 2010 CFR

2010-04-01

... COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Form and Composition of Tariff § 154.109 General terms and conditions. (a) This section of the tariff contains terms... must be numbered for convenient reference. (b) The general terms and conditions of the tariff must...

49 CFR 1310.3 - Contents of tariffs.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 49 Transportation 9 2011-10-01 2011-10-01 false Contents of tariffs. 1310.3 Section 1310.3 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS TARIFF REQUIREMENTS FOR HOUSEHOLD GOODS CARRIERS § 1310.3 Contents of tariffs. (a...

14 CFR 221.180 - Requirements for electronic filing of tariffs.

Code of Federal Regulations, 2010 CFR

2010-01-01

... of Transportation, for the maintenance and security of the on-line tariff database. (b) No carrier or... to its on-line tariff database. The filer shall be responsible for the transportation, installation... installation or maintenance. (3) The filer shall provide public access to its on-line tariff database, at...

14 CFR 221.180 - Requirements for electronic filing of tariffs.

Code of Federal Regulations, 2014 CFR

2014-01-01

... of Transportation, for the maintenance and security of the on-line tariff database. (b) No carrier or... to its on-line tariff database. The filer shall be responsible for the transportation, installation... installation or maintenance. (3) The filer shall provide public access to its on-line tariff database, at...

14 CFR 221.180 - Requirements for electronic filing of tariffs.

Code of Federal Regulations, 2013 CFR

2013-01-01

... of Transportation, for the maintenance and security of the on-line tariff database. (b) No carrier or... to its on-line tariff database. The filer shall be responsible for the transportation, installation... installation or maintenance. (3) The filer shall provide public access to its on-line tariff database, at...

14 CFR 221.180 - Requirements for electronic filing of tariffs.

Code of Federal Regulations, 2012 CFR

2012-01-01

... of Transportation, for the maintenance and security of the on-line tariff database. (b) No carrier or... to its on-line tariff database. The filer shall be responsible for the transportation, installation... installation or maintenance. (3) The filer shall provide public access to its on-line tariff database, at...

14 CFR 221.180 - Requirements for electronic filing of tariffs.

Code of Federal Regulations, 2011 CFR

2011-01-01

... of Transportation, for the maintenance and security of the on-line tariff database. (b) No carrier or... to its on-line tariff database. The filer shall be responsible for the transportation, installation... installation or maintenance. (3) The filer shall provide public access to its on-line tariff database, at...

An integrated method for cancer classification and rule extraction from microarray data

PubMed Central

Huang, Liang-Tsung

2009-01-01

Different microarray techniques recently have been successfully used to investigate useful information for cancer diagnosis at the gene expression level due to their ability to measure thousands of gene expression levels in a massively parallel way. One important issue is to improve classification performance of microarray data. However, it would be ideal that influential genes and even interpretable rules can be explored at the same time to offer biological insight. Introducing the concepts of system design in software engineering, this paper has presented an integrated and effective method (named X-AI) for accurate cancer classification and the acquisition of knowledge from DNA microarray data. This method included a feature selector to systematically extract the relative important genes so as to reduce the dimension and retain as much as possible of the class discriminatory information. Next, diagonal quadratic discriminant analysis (DQDA) was combined to classify tumors, and generalized rule induction (GRI) was integrated to establish association rules which can give an understanding of the relationships between cancer classes and related genes. Two non-redundant datasets of acute leukemia were used to validate the proposed X-AI, showing significantly high accuracy for discriminating different classes. On the other hand, I have presented the abilities of X-AI to extract relevant genes, as well as to develop interpretable rules. Further, a web server has been established for cancer classification and it is freely available at . PMID:19272192

The impact of retail electricity tariff evolution on solar photovoltaic deployment

DOE PAGES

Gagnon, Pieter; Cole, Wesley J.; Frew, Bethany; ...

2017-11-10

Here, this analysis explores the impact that the evolution of retail electricity tariffs can have on the deployment of solar photovoltaics. It suggests that ignoring the evolution of tariffs resulted in up to a 36% higher prediction of the capacity of distributed PV in 2050, compared to scenarios that represented tariff evolution. Critically, the evolution of tariffs had a negligible impact on the total generation from PV $-$ both utility-scale and distributed $-$ in the scenarios that were examined.

The impact of retail electricity tariff evolution on solar photovoltaic deployment

DOE Office of Scientific and Technical Information (OSTI.GOV)

Gagnon, Pieter; Cole, Wesley J.; Frew, Bethany

Here, this analysis explores the impact that the evolution of retail electricity tariffs can have on the deployment of solar photovoltaics. It suggests that ignoring the evolution of tariffs resulted in up to a 36% higher prediction of the capacity of distributed PV in 2050, compared to scenarios that represented tariff evolution. Critically, the evolution of tariffs had a negligible impact on the total generation from PV $-$ both utility-scale and distributed $-$ in the scenarios that were examined.

76 FR 59031 - Classification Challenge Regulations

Federal Register 2010, 2011, 2012, 2013, 2014

2011-09-23

... CENTRAL INTELLIGENCE AGENCY 32 CFR Part 1907 Classification Challenge Regulations AGENCY: Central Intelligence Agency. ACTION: Final rule. SUMMARY: Consistent with Executive Order 13526, the Central Intelligence Agency (CIA) has undertaken and completed a review of its public Classification Challenge...

How ideology shapes the evidence and the policy: what do we know about cannabis use and what should we do?

PubMed

Macleod, John; Hickman, Matthew

2010-08-01

In the United Kingdom, as in many places, cannabis use is considered substantially within a criminal justice rather than a public health paradigm with prevention policy embodied in the Misuse of Drugs Act. In 2002 the maximum custodial sentence tariff for cannabis possession under the Act was reduced from 5 to 2 years. Vigorous and vociferous public debate followed this decision, centred principally on the question of whether cannabis use caused schizophrenia. It was suggested that new and compelling evidence supporting this hypothesis had emerged since the re-classification decision was made, meaning that the decision should be reconsidered. The re-classification decision was reversed in 2008. We consider whether the strength of evidence on the psychological harms of cannabis has changed substantially and discuss the factors that may have influenced recent public discourse and policy decisions. We also consider evidence for other harms of cannabis use and public health implications of preventing cannabis use. We conclude that the strongest evidence of a possible causal relation between cannabis use and schizophrenia emerged more than 20 years ago and that the strength of more recent evidence may have been overstated--for a number of possible reasons. We also conclude that cannabis use is almost certainly harmful, mainly because of its intimate relation to tobacco use. The most rational policy on cannabis from a public health perspective would seem to be one able to achieve the benefit of reduced use in the population while minimizing social and other costs of the policy itself. Prohibition, whatever the sentence tariff associated with it, seems unlikely to fulfil these criteria.

Microcomputer-based classification of environmental data in municipal areas

NASA Astrophysics Data System (ADS)

Thiergärtner, H.

1995-10-01

Multivariate data-processing methods used in mineral resource identification can be used to classify urban regions. Using elements of expert systems, geographical information systems, as well as known classification and prognosis systems, it is possible to outline a single model that consists of resistant and of temporary parts of a knowledge base including graphical input and output treatment and of resistant and temporary elements of a bank of methods and algorithms. Whereas decision rules created by experts will be stored in expert systems directly, powerful classification rules in form of resistant but latent (implicit) decision algorithms may be implemented in the suggested model. The latent functions will be transformed into temporary explicit decision rules by learning processes depending on the actual task(s), parameter set(s), pixels selection(s), and expert control(s). This takes place both at supervised and nonsupervised classification of multivariately described pixel sets representing municipal subareas. The model is outlined briefly and illustrated by results obtained in a target area covering a part of the city of Berlin (Germany).

Similarity-Dissimilarity Competition in Disjunctive Classification Tasks

PubMed Central

Mathy, Fabien; Haladjian, Harry H.; Laurent, Eric; Goldstone, Robert L.

2013-01-01

Typical disjunctive artificial classification tasks require participants to sort stimuli according to rules such as “x likes cars only when black and coupe OR white and SUV.” For categories like this, increasing the salience of the diagnostic dimensions has two simultaneous effects: increasing the distance between members of the same category and increasing the distance between members of opposite categories. Potentially, these two effects respectively hinder and facilitate classification learning, leading to competing predictions for learning. Increasing saliency may lead to members of the same category to be considered less similar, while the members of separate categories might be considered more dissimilar. This implies a similarity-dissimilarity competition between two basic classification processes. When focusing on sub-category similarity, one would expect more difficult classification when members of the same category become less similar (disregarding the increase of between-category dissimilarity); however, the between-category dissimilarity increase predicts a less difficult classification. Our categorization study suggests that participants rely more on using dissimilarities between opposite categories than finding similarities between sub-categories. We connect our results to rule- and exemplar-based classification models. The pattern of influences of within- and between-category similarities are challenging for simple single-process categorization systems based on rules or exemplars. Instead, our results suggest that either these processes should be integrated in a hybrid model, or that category learning operates by forming clusters within each category. PMID:23403979

78 FR 18252 - Prevailing Rate Systems; North American Industry Classification System Based Federal Wage System...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-03-26

...-AM78 Prevailing Rate Systems; North American Industry Classification System Based Federal Wage System... 2007 North American Industry Classification System (NAICS) codes currently used in Federal Wage System... (OPM) issued a final rule (73 FR 45853) to update the 2002 North American Industry Classification...

The Universal Decimal Classification: Some Factors Concerning Its Origins, Development, and Influence.

ERIC Educational Resources Information Center

McIlwaine, I. C.

1997-01-01

Discusses the history and development of the Universal Decimal Classification (UDC). Topics include the relationship with Dewey Decimal Classification; revision process; structure; facet analysis; lack of standard rules for application; application in automated systems; influence of UDC on classification development; links with thesauri; and use…

A novel artificial immune clonal selection classification and rule mining with swarm learning model

NASA Astrophysics Data System (ADS)

Al-Sheshtawi, Khaled A.; Abdul-Kader, Hatem M.; Elsisi, Ashraf B.

2013-06-01

Metaheuristic optimisation algorithms have become popular choice for solving complex problems. By integrating Artificial Immune clonal selection algorithm (CSA) and particle swarm optimisation (PSO) algorithm, a novel hybrid Clonal Selection Classification and Rule Mining with Swarm Learning Algorithm (CS2) is proposed. The main goal of the approach is to exploit and explore the parallel computation merit of Clonal Selection and the speed and self-organisation merits of Particle Swarm by sharing information between clonal selection population and particle swarm. Hence, we employed the advantages of PSO to improve the mutation mechanism of the artificial immune CSA and to mine classification rules within datasets. Consequently, our proposed algorithm required less training time and memory cells in comparison to other AIS algorithms. In this paper, classification rule mining has been modelled as a miltiobjective optimisation problem with predictive accuracy. The multiobjective approach is intended to allow the PSO algorithm to return an approximation to the accuracy and comprehensibility border, containing solutions that are spread across the border. We compared our proposed algorithm classification accuracy CS2 with five commonly used CSAs, namely: AIRS1, AIRS2, AIRS-Parallel, CLONALG, and CSCA using eight benchmark datasets. We also compared our proposed algorithm classification accuracy CS2 with other five methods, namely: Naïve Bayes, SVM, MLP, CART, and RFB. The results show that the proposed algorithm is comparable to the 10 studied algorithms. As a result, the hybridisation, built of CSA and PSO, can develop respective merit, compensate opponent defect, and make search-optimal effect and speed better.

14 CFR 221.103 - Notice of tariff terms.

Code of Federal Regulations, 2010 CFR

2010-01-01

... reading as follows: Public Inspection of Tariffs All the currently effective passenger tariffs to which this company is a party and all passenger tariff publications which have been issued but are not yet effective are on file in this office, so far as they apply to traffic from or to. (Here name the point...

75 FR 64721 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-10-20

... filing per 35: Cabrillo I--Amendment to Market-Based Rate Tariffs to be effective 10/ 11/2010. Filed Date... LLC submits tariff filing per 35: Cabrillo Power II--Amendment to Market-Based Rate Tariffs to be.... Description: El Segundo Power II LLC submits tariff filing per 35: El Segundo Power II--Amendment to Market...

75 FR 76710 - Combined Notice of Filings No. 1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-12-09

...: Astoria Energy II LLC submits tariff filing per 35: Astoria Energy II LLC. MBR E-Tariff to be effective 11... Numbers: ER11-2175-000. Applicants: SGE Energy Sourcing, LLC. Description: SGE Energy Sourcing, LLC. submits tariff filing per 35.1: Baseline Market-Based Rate Tariff Filing for SGE Energy Sourcing, LLC. to...

14 CFR 221.300 - Discontinuation of electronic tariff system.

Code of Federal Regulations, 2013 CFR

2013-01-01

... 14 Aeronautics and Space 4 2013-01-01 2013-01-01 false Discontinuation of electronic tariff system... of electronic tariff system. In the event that the electronic tariff system is discontinued, or the source of the data is changed, or a filer discontinues its business, all electronic data records prior to...

14 CFR 221.300 - Discontinuation of electronic tariff system.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Discontinuation of electronic tariff system... of electronic tariff system. In the event that the electronic tariff system is discontinued, or the source of the data is changed, or a filer discontinues its business, all electronic data records prior to...

14 CFR 221.300 - Discontinuation of electronic tariff system.

Code of Federal Regulations, 2012 CFR

2012-01-01

... 14 Aeronautics and Space 4 2012-01-01 2012-01-01 false Discontinuation of electronic tariff system... of electronic tariff system. In the event that the electronic tariff system is discontinued, or the source of the data is changed, or a filer discontinues its business, all electronic data records prior to...

14 CFR 221.300 - Discontinuation of electronic tariff system.

Code of Federal Regulations, 2011 CFR

2011-01-01

... 14 Aeronautics and Space 4 2011-01-01 2011-01-01 false Discontinuation of electronic tariff system... of electronic tariff system. In the event that the electronic tariff system is discontinued, or the source of the data is changed, or a filer discontinues its business, all electronic data records prior to...

Structural knowledge learning from maps for supervised land cover/use classification: Application to the monitoring of land cover/use maps in French Guiana

NASA Astrophysics Data System (ADS)

Bayoudh, Meriam; Roux, Emmanuel; Richard, Gilles; Nock, Richard

2015-03-01

The number of satellites and sensors devoted to Earth observation has become increasingly elevated, delivering extensive data, especially images. At the same time, the access to such data and the tools needed to process them has considerably improved. In the presence of such data flow, we need automatic image interpretation methods, especially when it comes to the monitoring and prediction of environmental and societal changes in highly dynamic socio-environmental contexts. This could be accomplished via artificial intelligence. The concept described here relies on the induction of classification rules that explicitly take into account structural knowledge, using Aleph, an Inductive Logic Programming (ILP) system, combined with a multi-class classification procedure. This methodology was used to monitor changes in land cover/use of the French Guiana coastline. One hundred and fifty-eight classification rules were induced from 3 diachronic land cover/use maps including 38 classes. These rules were expressed in first order logic language, which makes them easily understandable by non-experts. A 10-fold cross-validation gave significant average values of 84.62%, 99.57% and 77.22% for classification accuracy, specificity and sensitivity, respectively. Our methodology could be beneficial to automatically classify new objects and to facilitate object-based classification procedures.

Hierarchical trie packet classification algorithm based on expectation-maximization clustering.

PubMed

Bi, Xia-An; Zhao, Junxia

2017-01-01

With the development of computer network bandwidth, packet classification algorithms which are able to deal with large-scale rule sets are in urgent need. Among the existing algorithms, researches on packet classification algorithms based on hierarchical trie have become an important packet classification research branch because of their widely practical use. Although hierarchical trie is beneficial to save large storage space, it has several shortcomings such as the existence of backtracking and empty nodes. This paper proposes a new packet classification algorithm, Hierarchical Trie Algorithm Based on Expectation-Maximization Clustering (HTEMC). Firstly, this paper uses the formalization method to deal with the packet classification problem by means of mapping the rules and data packets into a two-dimensional space. Secondly, this paper uses expectation-maximization algorithm to cluster the rules based on their aggregate characteristics, and thereby diversified clusters are formed. Thirdly, this paper proposes a hierarchical trie based on the results of expectation-maximization clustering. Finally, this paper respectively conducts simulation experiments and real-environment experiments to compare the performances of our algorithm with other typical algorithms, and analyzes the results of the experiments. The hierarchical trie structure in our algorithm not only adopts trie path compression to eliminate backtracking, but also solves the problem of low efficiency of trie updates, which greatly improves the performance of the algorithm.

Does the choice of tariff matter?

PubMed Central

Zhao, Yue; Li, Shun-Ping; Liu, Liu; Zhang, Jiang-Lin; Chen, Gang

2017-01-01

Abstract There is an increasing trend globally to develop country-specific tariffs that can theoretically better reflect population's preferences on health states for preference-based health-related quality-of-life instruments, also known as multiattribute utility instruments. This study focused on the most recently developed 5-level version of EuroQol-5 Dimension (EQ-5D) questionnaire, 1 of the world's most well-known multiattribute utility instruments, and aimed to empirically explore the agreements and known-group validities of applying the country-specific tariff versus tariffs developed from other countries using a sample of psoriasis vulgaris patients in Mainland China. A convenience sampling framework was adopted to recruit patients diagnosed with psoriasis vulgaris from Xiangya Hospital, Central South University, China, between May 2014 and February 2015. The 5-level EuroQol-5 dimensions (EQ-5D-5L) utilities were scored by using the Chinese, Japanese, and UK tariffs. Health state utilities were compared using a range of nonparametric test. The intraclass correlation coefficients and Bland–Altman plots were used to examine the agreements among the 3 EQ-5D-5L scores. Health state utility decrements between known groups were investigated using both effect size and a regression analysis. In all, 350 patients (aged 16 years or older) were recruited. There were significant differences among the 3 national tariff sets. Overall, 3 tariffs showed excellent agreements (intraclass correlation coefficient >0.90); however, the wide limits of agreement from the Bland–Altman plots suggest that these tariffs cannot be used interchangeably. The EQ-5D-5L scores using the Chinese-specific tariff showed the best known-group validity than the other 2 tariffs in this Chinese patient sample. The evidence from this study supports the choice of the country-specific tariff to be used in Mainland China. PMID:28834893

Myths and legends in learning classification rules

NASA Technical Reports Server (NTRS)

Buntine, Wray

1990-01-01

A discussion is presented of machine learning theory on empirically learning classification rules. Six myths are proposed in the machine learning community that address issues of bias, learning as search, computational learning theory, Occam's razor, universal learning algorithms, and interactive learning. Some of the problems raised are also addressed from a Bayesian perspective. Questions are suggested that machine learning researchers should be addressing both theoretically and experimentally.

Does the choice of tariff matter?: A comparison of EQ-5D-5L utility scores using Chinese, UK, and Japanese tariffs on patients with psoriasis vulgaris in Central South China.

PubMed

Zhao, Yue; Li, Shun-Ping; Liu, Liu; Zhang, Jiang-Lin; Chen, Gang

2017-08-01

There is an increasing trend globally to develop country-specific tariffs that can theoretically better reflect population's preferences on health states for preference-based health-related quality-of-life instruments, also known as multiattribute utility instruments. This study focused on the most recently developed 5-level version of EuroQol-5 Dimension (EQ-5D) questionnaire, 1 of the world's most well-known multiattribute utility instruments, and aimed to empirically explore the agreements and known-group validities of applying the country-specific tariff versus tariffs developed from other countries using a sample of psoriasis vulgaris patients in Mainland China.A convenience sampling framework was adopted to recruit patients diagnosed with psoriasis vulgaris from Xiangya Hospital, Central South University, China, between May 2014 and February 2015. The 5-level EuroQol-5 dimensions (EQ-5D-5L) utilities were scored by using the Chinese, Japanese, and UK tariffs. Health state utilities were compared using a range of nonparametric test. The intraclass correlation coefficients and Bland-Altman plots were used to examine the agreements among the 3 EQ-5D-5L scores. Health state utility decrements between known groups were investigated using both effect size and a regression analysis.In all, 350 patients (aged 16 years or older) were recruited. There were significant differences among the 3 national tariff sets. Overall, 3 tariffs showed excellent agreements (intraclass correlation coefficient >0.90); however, the wide limits of agreement from the Bland-Altman plots suggest that these tariffs cannot be used interchangeably. The EQ-5D-5L scores using the Chinese-specific tariff showed the best known-group validity than the other 2 tariffs in this Chinese patient sample. The evidence from this study supports the choice of the country-specific tariff to be used in Mainland China.

Comparison of EQ-5D-5L health state utilities using four country-specific tariffs on a breast cancer patient sample in mainland China.

PubMed

Liu, Liu; Li, Shunping; Wang, Min; Chen, Gang

2017-01-01

The objective of this study was to compare the differences in the five-level EuroQol-5 dimensions (EQ-5D-5L) health state utility scores derived from Chinese, Japanese, Korean, and UK tariffs. Six hundred and twenty-one breast cancer patients were invited for a face-to-face interview in Qingdao Municipal Hospital, China. EQ-5D-5L was scored using tariffs from China, Japan, Korea, and the UK. The null hypothesis of normal distribution of the EQ-5D-5L utility score was tested by the Shapiro-Wilk test. Nonparametric Friedman test and Wilcoxon signed-rank test were used to determine the difference among the four tariffs. The intraclass correlation coefficients (ICCs) and Bland-Altman plots were used to study the agreement among the four EQ-5D-5L scores. Known-groups validity was studied using a regression framework. There were 608 participants in the final analysis, with a mean ± standard deviation (SD) age of 48.0±9.6 years. EQ-5D-5L utility scores were non-normally distributed. The means (median) ± SD of EQ-5D-5L utilities derived from Chinese, Japanese, Korean, and UK tariffs were 0.828 (0.879) ±0.184, 0.802 (0.823) ±0.164, 0.831 (0.829) ±0.137, and 0.838 (0.866) ±0.154, respectively. Among pairwise comparisons, the difference of median EQ-5D-5L utility scores was only insignificant between Chinese and UK tariffs. Excellent agreements (with ICCs >0.9) were found among the four tariffs albeit the limits of agreement between each pair of tariffs were wide. Known-groups validity was supported. Although four country-specific EQ-5D-5L tariffs have shown an overall high level of correlation and agreement, none of them could be regarded as interchangeable. The higher correlation and agreement between Chinese and UK tariffs may be due to the similar functions that were used in the tariff development. In the absence of Chinese-specific tariff, the UK tariff is the second-best option to be applied in the Chinese population. Results of this study further contribute to the explanation of variations among country-specific tariffs.

Tariff Considerations for Micro-Grids in Sub-Saharan Africa

DOE Office of Scientific and Technical Information (OSTI.GOV)

Reber, Timothy J.; Booth, Samuel S.; Cutler, Dylan S.

This report examines some of the key drivers and considerations policymakers and decision makers face when deciding if and how to regulate electricity tariffs for micro-grids. Presenting a range of tariff options, from mandating some variety of national (uniform) tariff to allowing micro-grid developers and operators to set fully cost-reflective tariffs, it examines various benefits and drawbacks of each. In addition, the report and explores various types of cross-subsidies and other transitional forms of regulation that may offer a regulatory middle ground that can help balance the often competing goals of providing price control on electricity service in the namemore » of social good while still providing a means for investors to ensure high enough returns on their investment to attract the necessary capital financing to the market. Using the REopt tool developed by the U.S. Department of Energy's National Renewable Energy Laboratory to inform their study, the authors modeled a few representative micro-grid systems and the resultant levelized cost of electricity, lending context and scale to the consideration of these tariff questions. This simple analysis provides an estimate of the gap between current tariff regimes and the tariffs that would be necessary for developers to recover costs and attract investment, offering further insight into the potential scale of subsidies or other grants that may be required to enable micro-grid development under current regulatory structures. It explores potential options for addressing this gap while trying to balance This report examines some of the key drivers and considerations policymakers and decision makers face when deciding if and how to regulate electricity tariffs for micro-grids. Presenting a range of tariff options, from mandating some variety of national (uniform) tariff to allowing micro-grid developers and operators to set fully cost-reflective tariffs, it examines various benefits and drawbacks of each. In addition, the report and explores various types of cross-subsidies and other transitional forms of regulation that may offer a regulatory middle ground that can help balance the often competing goals of providing price control on electricity service in the name of social good while still providing a means for investors to ensure high enough returns on their investment to attract the necessary capital financing to the market. Using the REopt tool developed by the U.S. Department of Energy's National Renewable Energy Laboratory to inform their study, the authors modeled a few representative micro-grid systems and the resultant levelized cost of electricity, lending context and scale to the consideration of these tariff questions. This simple analysis provides an estimate of the gap between current tariff regimes and the tariffs that would be necessary for developers to recover costs and attract investment, offering further insight into the potential scale of subsidies or other grants that may be required to enable micro-grid development under current regulatory structures. It explores potential options for addressing this gap while trying to balance stakeholder needs, from subsidized national tariffs to lightly regulated cost-reflective tariffs to more of a compromise approach, such as different standards of regulation based on the size of a micro-grid.takeholder needs, from subsidized national tariffs to lightly regulated cost-reflective tariffs to more of a compromise approach, such as different standards of regulation based on the size of a micro-grid.« less

Inference of combinatorial Boolean rules of synergistic gene sets from cancer microarray datasets.

PubMed

Park, Inho; Lee, Kwang H; Lee, Doheon

2010-06-15

Gene set analysis has become an important tool for the functional interpretation of high-throughput gene expression datasets. Moreover, pattern analyses based on inferred gene set activities of individual samples have shown the ability to identify more robust disease signatures than individual gene-based pattern analyses. Although a number of approaches have been proposed for gene set-based pattern analysis, the combinatorial influence of deregulated gene sets on disease phenotype classification has not been studied sufficiently. We propose a new approach for inferring combinatorial Boolean rules of gene sets for a better understanding of cancer transcriptome and cancer classification. To reduce the search space of the possible Boolean rules, we identify small groups of gene sets that synergistically contribute to the classification of samples into their corresponding phenotypic groups (such as normal and cancer). We then measure the significance of the candidate Boolean rules derived from each group of gene sets; the level of significance is based on the class entropy of the samples selected in accordance with the rules. By applying the present approach to publicly available prostate cancer datasets, we identified 72 significant Boolean rules. Finally, we discuss several identified Boolean rules, such as the rule of glutathione metabolism (down) and prostaglandin synthesis regulation (down), which are consistent with known prostate cancer biology. Scripts written in Python and R are available at http://biosoft.kaist.ac.kr/~ihpark/. The refined gene sets and the full list of the identified Boolean rules are provided in the Supplementary Material. Supplementary data are available at Bioinformatics online.

75 FR 48962 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-08-12

...: Market-Based Rate Tariff in Compliance with Order No. 714 to be effective 7/29/2010. Filed Date: 07/29... Inc. submits tariff filing per 35.12: Market-Based Rate Tariff in Compliance with Order No. 714 to be... per 35.12: Market-Based Rate Tariff in Compliance with Order No. 714 to be effective 7/29/2010. Filed...

77 FR 65439 - Implementation of United States-Panama Trade Promotion Agreement Tariff-Rate Quota for Imports of...

Federal Register 2010, 2011, 2012, 2013, 2014

2012-10-26

... Promotion Agreement Tariff-Rate Quota for Imports of Sugar AGENCY: Office of the United States Trade Representative. ACTION: Notice. SUMMARY: USTR is providing notice that the tariff-rate quotas for sugar... Agreement establishes three tariff-rate quotas for imports of sugar from Panama. USTR is providing notice...

77 FR 24759 - Implementation of United States-Colombia Trade Promotion Agreement Tariff-Rate Quota for Imports...

Federal Register 2010, 2011, 2012, 2013, 2014

2012-04-25

... Promotion Agreement Tariff-Rate Quota for Imports of Sugar AGENCY: Office of the United States Trade Representative. ACTION: Notice. SUMMARY: USTR is providing notice that the tariff-rate quota for sugar... Agreement establishes a tariff-rate quota for imports of sugar from Colombia. USTR is providing notice that...

29 CFR 4.118 - Contracts for carriage subject to published tariff rates.

Code of Federal Regulations, 2010 CFR

2010-07-01

... 29 Labor 1 2010-07-01 2010-07-01 true Contracts for carriage subject to published tariff rates. 4... subject to published tariff rates. The Act, in paragraph (3) of section 7, exempts from its provisions..., railway line or oil or gas pipeline where published tariff rates are in effect”. In order for this...

18 CFR 154.208 - Service of tariff filings on customers and other parties.

Code of Federal Regulations, 2010 CFR

2010-04-01

... filings on customers and other parties. 154.208 Section 154.208 Conservation of Power and Water Resources... SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.208 Service of tariff filings on customers and other parties. (a) On or before the filing date, the company must serve, upon all customers as of the...

47 CFR 1.773 - Petitions for suspension or rejection of new tariff filings.

Code of Federal Regulations, 2010 CFR

2010-10-01

... injury to the public arising from the unavailability of the service pursuant to the rates and conditions proposed in the tariff filing; (C) That irreparable injury will result if the tariff filing is not...; (C) That irreparable injury will result if the tariff filing is not suspended; and (D) That the...

49 CFR 1312.1 - Scope; definitions.

Code of Federal Regulations, 2010 CFR

2010-10-01

... Transportation Board. Bound tariff means a tariff consisting of two or more sheets bound at the left edge in... single page published as part of a new or reissued looseleaf tariff or as an amendment to such a tariff.... Supplement means a single sheet, or two or more sheets bound at the left edge in pamphlet or book form...

Local Subspace Classifier with Transform-Invariance for Image Classification

NASA Astrophysics Data System (ADS)

Hotta, Seiji

A family of linear subspace classifiers called local subspace classifier (LSC) outperforms the k-nearest neighbor rule (kNN) and conventional subspace classifiers in handwritten digit classification. However, LSC suffers very high sensitivity to image transformations because it uses projection and the Euclidean distances for classification. In this paper, I present a combination of a local subspace classifier (LSC) and a tangent distance (TD) for improving accuracy of handwritten digit recognition. In this classification rule, we can deal with transform-invariance easily because we are able to use tangent vectors for approximation of transformations. However, we cannot use tangent vectors in other type of images such as color images. Hence, kernel LSC (KLSC) is proposed for incorporating transform-invariance into LSC via kernel mapping. The performance of the proposed methods is verified with the experiments on handwritten digit and color image classification.

Starmind: A Fuzzy Logic Knowledge-Based System for the Automated Classification of Stars in the MK System

NASA Astrophysics Data System (ADS)

Manteiga, M.; Carricajo, I.; Rodríguez, A.; Dafonte, C.; Arcay, B.

2009-02-01

Astrophysics is evolving toward a more rational use of costly observational data by intelligently exploiting the large terrestrial and spatial astronomical databases. In this paper, we present a study showing the suitability of an expert system to perform the classification of stellar spectra in the Morgan and Keenan (MK) system. Using the formalism of artificial intelligence for the development of such a system, we propose a rules' base that contains classification criteria and confidence grades, all integrated in an inference engine that emulates human reasoning by means of a hierarchical decision rules tree that also considers the uncertainty factors associated with rules. Our main objective is to illustrate the formulation and development of such a system for an astrophysical classification problem. An extensive spectral database of MK standard spectra has been collected and used as a reference to determine the spectral indexes that are suitable for classification in the MK system. It is shown that by considering 30 spectral indexes and associating them with uncertainty factors, we can find an accurate diagnose in MK types of a particular spectrum. The system was evaluated against the NOAO-INDO-US spectral catalog.

Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography

NASA Astrophysics Data System (ADS)

Li, Xiaoxiao; Myint, Soe W.; Zhang, Yujia; Galletti, Chritopher; Zhang, Xiaoxiang; Turner, Billie L.

2014-12-01

Detailed land-cover mapping is essential for a range of research issues addressed by the sustainability and land system sciences and planning. This study uses an object-based approach to create a 1 m land-cover classification map of the expansive Phoenix metropolitan area through the use of high spatial resolution aerial photography from National Agricultural Imagery Program. It employs an expert knowledge decision rule set and incorporates the cadastral GIS vector layer as auxiliary data. The classification rule was established on a hierarchical image object network, and the properties of parcels in the vector layer were used to establish land cover types. Image segmentations were initially utilized to separate the aerial photos into parcel sized objects, and were further used for detailed land type identification within the parcels. Characteristics of image objects from contextual and geometrical aspects were used in the decision rule set to reduce the spectral limitation of the four-band aerial photography. Classification results include 12 land-cover classes and subclasses that may be assessed from the sub-parcel to the landscape scales, facilitating examination of scale dynamics. The proposed object-based classification method provides robust results, uses minimal and readily available ancillary data, and reduces computational time.

43 CFR 2091.7-1 - Segregative effect and opening: Classifications.

Code of Federal Regulations, 2011 CFR

2011-10-01

...: Classifications. 2091.7-1 Section 2091.7-1 Public Lands: Interior Regulations Relating to Public Lands (Continued... RULES Segregation and Opening of Lands § 2091.7-1 Segregative effect and opening: Classifications. (a)(1... authority of the Classification and Multiple Use Act (43 U.S.C. 1411-18) are segregated to the extent...

77 FR 51751 - Assessment of Fees for Dairy Import Licenses for the 2013 Tariff-Rate Import Quota Year

Federal Register 2010, 2011, 2012, 2013, 2014

2012-08-27

... Licenses for the 2013 Tariff- Rate Import Quota Year AGENCY: Foreign Agricultural Service, USDA. ACTION: Notice. SUMMARY: This notice announces a fee of $170 to be charged for the 2013 tariff- [[Page 51752... authorizing the importation of certain dairy articles, which are subject to tariff-rate quotas set forth in...

76 FR 60801 - Assessment of Fees for Dairy Import Licenses for the 2012 Tariff-Rate Import Quota Year

Federal Register 2010, 2011, 2012, 2013, 2014

2011-09-30

... Licenses for the 2012 Tariff- Rate Import Quota Year AGENCY: Foreign Agricultural Service, USDA. ACTION: Notice. SUMMARY: This notice announces a fee of $170 to be charged for the 2012 tariff-rate quota (TRQ...) authorizing the importation of certain dairy articles, which are subject to tariff-rate quotas set forth in...

Myths and legends in learning classification rules

NASA Technical Reports Server (NTRS)

Buntine, Wray

1990-01-01

This paper is a discussion of machine learning theory on empirically learning classification rules. The paper proposes six myths in the machine learning community that address issues of bias, learning as search, computational learning theory, Occam's razor, 'universal' learning algorithms, and interactive learnings. Some of the problems raised are also addressed from a Bayesian perspective. The paper concludes by suggesting questions that machine learning researchers should be addressing both theoretically and experimentally.

Comparative analysis of expert and machine-learning methods for classification of body cavity effusions in companion animals.

PubMed

Hotz, Christine S; Templeton, Steven J; Christopher, Mary M

2005-03-01

A rule-based expert system using CLIPS programming language was created to classify body cavity effusions as transudates, modified transudates, exudates, chylous, and hemorrhagic effusions. The diagnostic accuracy of the rule-based system was compared with that produced by 2 machine-learning methods: Rosetta, a rough sets algorithm and RIPPER, a rule-induction method. Results of 508 body cavity fluid analyses (canine, feline, equine) obtained from the University of California-Davis Veterinary Medical Teaching Hospital computerized patient database were used to test CLIPS and to test and train RIPPER and Rosetta. The CLIPS system, using 17 rules, achieved an accuracy of 93.5% compared with pathologist consensus diagnoses. Rosetta accurately classified 91% of effusions by using 5,479 rules. RIPPER achieved the greatest accuracy (95.5%) using only 10 rules. When the original rules of the CLIPS application were replaced with those of RIPPER, the accuracy rates were identical. These results suggest that both rule-based expert systems and machine-learning methods hold promise for the preliminary classification of body fluids in the clinical laboratory.

46 CFR 8.100 - Definitions.

Code of Federal Regulations, 2010 CFR

2010-10-01

... § 8.100 Definitions. Authorized Classification Society means a recognized classification society that... 46 Shipping 1 2010-10-01 2010-10-01 false Definitions. 8.100 Section 8.100 Shipping COAST GUARD... Coast Guard. Class Rules means the standards developed and published by a classification society...

76 FR 76896 - International Anti-Fouling System Certificate

Federal Register 2010, 2011, 2012, 2013, 2014

2011-12-09

...-fouling System (IAFS) Certificate to the list of certificates a recognized classification society may..., 2001. This final rule will enable recognized classification societies to apply to the Coast Guard for... the Coast Guard to authorize recognized classification societies to issue IAFS Certificates...

47 CFR 61.49 - Supporting information to be submitted with letters of transmittal for tariffs of carriers...

Code of Federal Regulations, 2010 CFR

2010-10-01

... letters of transmittal for tariffs of carriers subject to price cap regulation. 61.49 Section 61.49... for tariffs of carriers subject to price cap regulation. (a) Each price cap tariff filing must be... pursuant to the methodologies provided in §§ 61.45, 61.46, and 61.47, as applicable. (b) Each price cap...

The effect of the tariff on the maple industry

Treesearch

Paul E. Sendak

1972-01-01

The U. S. maple tariff is a tax on maple syrup and sugar imports from Canada into the United States. An analysis of the maple tariff indicates that it was never very effective in protecting the domestic maple industry from foreign competition. The tariff has been especially ineffective since World War II. Its removal will not hurt the U. S. maple syrup industry.

Demographic and socio-economic associations with academic attainment (UCAS tariff scores) in applicants to medical school.

PubMed

Powis, David; James, David; Ferguson, Eamonn

2007-03-01

In the United Kingdom medical students are selected predominantly on their academic merit. Their academic achievement marks are equated via the tariff point score structure administered by the Universities and Colleges Admissions Service (UCAS). We studied the applicant databases for 1998-2003 for one English medical school to determine the factors that predict high tariff point scores. Complete demographic data and relative socio-economic status, educational institution attended and tariff point score was available for 8997 UK applicants aged 21 years or younger to the 5-year Bachelor of Medicine/Bachelor of Surgery (BM BS) course at Nottingham University medical school (and partially complete data for a further 1891 applicants). The data were subjected to standard univariate and multivariate analyses and to path analysis. In these samples, the independent predictors of a high tariff point score were being younger and male. The effect sizes were small, although significant. Higher tariff point scores were achieved by those from households less materially disadvantaged. Ethnicity was also a predictor with white, Chinese and those of mixed ethnic origin achieving higher tariff point scores than those from other groups. Finally, the type of school attended predicted academic achievement with applicants from further education colleges, independent schools and grant-maintained schools achieving higher tariff point scores. Notwithstanding the relatively homogeneous (predominantly young, white, high academic achievers) applicant pool to a single UK medical school we identified consistent significant predictors of high tariff point scores. As high tariff point scores are still the major entry criterion to UK medical schools, our findings will be of value in informing policy decisions concerning 'widening access' schemes being established at government request.

Rule Changes Passed at the NCAA Convention.

ERIC Educational Resources Information Center

Chronicle of Higher Education, 1987

1987-01-01

Recent changes in National Collegiate Athletic Association rules concerning academics, recruiting, amateurism, membership and classification, championships, playing and practice seasons, general policies, and eligibility are summarized. (MSE)

Revealing Significant Relations between Chemical/Biological Features and Activity: Associative Classification Mining for Drug Discovery

ERIC Educational Resources Information Center

Yu, Pulan

2012-01-01

Classification, clustering and association mining are major tasks of data mining and have been widely used for knowledge discovery. Associative classification mining, the combination of both association rule mining and classification, has emerged as an indispensable way to support decision making and scientific research. In particular, it offers a…

42 CFR 412.10 - Changes in the DRG classification system.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 42 Public Health 2 2010-10-01 2010-10-01 false Changes in the DRG classification system. 412.10... § 412.10 Changes in the DRG classification system. (a) General rule. CMS issues changes in the DRG classification system in a Federal Register notice at least annually. Except as specified in paragraphs (c) and...

42 CFR 412.10 - Changes in the DRG classification system.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 42 Public Health 2 2011-10-01 2011-10-01 false Changes in the DRG classification system. 412.10... § 412.10 Changes in the DRG classification system. (a) General rule. CMS issues changes in the DRG classification system in a Federal Register notice at least annually. Except as specified in paragraphs (c) and...

Hierarchical trie packet classification algorithm based on expectation-maximization clustering

PubMed Central

Bi, Xia-an; Zhao, Junxia

2017-01-01

With the development of computer network bandwidth, packet classification algorithms which are able to deal with large-scale rule sets are in urgent need. Among the existing algorithms, researches on packet classification algorithms based on hierarchical trie have become an important packet classification research branch because of their widely practical use. Although hierarchical trie is beneficial to save large storage space, it has several shortcomings such as the existence of backtracking and empty nodes. This paper proposes a new packet classification algorithm, Hierarchical Trie Algorithm Based on Expectation-Maximization Clustering (HTEMC). Firstly, this paper uses the formalization method to deal with the packet classification problem by means of mapping the rules and data packets into a two-dimensional space. Secondly, this paper uses expectation-maximization algorithm to cluster the rules based on their aggregate characteristics, and thereby diversified clusters are formed. Thirdly, this paper proposes a hierarchical trie based on the results of expectation-maximization clustering. Finally, this paper respectively conducts simulation experiments and real-environment experiments to compare the performances of our algorithm with other typical algorithms, and analyzes the results of the experiments. The hierarchical trie structure in our algorithm not only adopts trie path compression to eliminate backtracking, but also solves the problem of low efficiency of trie updates, which greatly improves the performance of the algorithm. PMID:28704476

46 CFR 71.15-5 - Alternate compliance.

Code of Federal Regulations, 2010 CFR

2010-10-01

... list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100 2nd St. SW., Stop 7126, Washington, DC 20593-7126; telephone (202) 372-1372; or fax (202) 372-1925. Approved classification society...

46 CFR 71.15-5 - Alternate compliance.

Code of Federal Regulations, 2011 CFR

2011-10-01

... list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100 2nd St. SW., Stop 7126, Washington, DC 20593-7126; telephone (202) 372-1372; or fax (202) 372-1925. Approved classification society...

14 CFR 221.71 - Requirement of clarity and specificity.

Code of Federal Regulations, 2010 CFR

2010-01-01

... (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Amendment of Tariffs § 221.71 Requirement of clarity and... the changes being made. Amendments to paper tariffs shall be accomplished by reissuing each page upon...

76 FR 43206 - Electronic Tariff Filing System (ETFS)

Federal Register 2010, 2011, 2012, 2013, 2014

2011-07-20

...) Working papers and statistical data. (1) Concurrently with the filing of any tariff change or tariff... explanation of how the working papers relate to that information. (2) All statistical studies must be...

77 FR 30087 - Air Quality Designations for the 2008 Ozone National Ambient Air Quality Standards

Federal Register 2010, 2011, 2012, 2013, 2014

2012-05-21

...This rule establishes initial air quality designations for most areas in the United States, including areas of Indian country, for the 2008 primary and secondary national ambient air quality standards (NAAQS) for ozone. The designations for several counties in Illinois, Indiana, and Wisconsin that the EPA is considering for inclusion in the Chicago nonattainment area will be designated in a subsequent action, no later than May 31, 2012. Areas designated as nonattainment are also being classified by operation of law according to the severity of their air quality problems. The classification categories are Marginal, Moderate, Serious, Severe, and Extreme. The EPA is establishing the air quality thresholds that define the classifications in a separate rule that the EPA is signing and publishing in the Federal Register on the same schedule as these designations. In accordance with that separate rule, six nonattainment areas in California are being reclassified to a higher classification.

Promoter Sequences Prediction Using Relational Association Rule Mining

PubMed Central

Czibula, Gabriela; Bocicor, Maria-Iuliana; Czibula, Istvan Gergely

2012-01-01

In this paper we are approaching, from a computational perspective, the problem of promoter sequences prediction, an important problem within the field of bioinformatics. As the conditions for a DNA sequence to function as a promoter are not known, machine learning based classification models are still developed to approach the problem of promoter identification in the DNA. We are proposing a classification model based on relational association rules mining. Relational association rules are a particular type of association rules and describe numerical orderings between attributes that commonly occur over a data set. Our classifier is based on the discovery of relational association rules for predicting if a DNA sequence contains or not a promoter region. An experimental evaluation of the proposed model and comparison with similar existing approaches is provided. The obtained results show that our classifier overperforms the existing techniques for identifying promoter sequences, confirming the potential of our proposal. PMID:22563233

19 CFR 10.521 - Goods eligible for tariff preference level claims.

Code of Federal Regulations, 2010 CFR

2010-04-01

... States-Singapore Free Trade Agreement Tariff Preference Level § 10.521 Goods eligible for tariff... assembled in Singapore from fabric or yarn produced or obtained outside the territory of Singapore or the...

The research of selection model based on LOD in multi-scale display of electronic map

NASA Astrophysics Data System (ADS)

Zhang, Jinming; You, Xiong; Liu, Yingzhen

2008-10-01

This paper proposes a selection model based on LOD to aid the display of electronic map. The ratio of display scale to map scale is regarded as a LOD operator. The categorization rule, classification rule, elementary rule and spatial geometry character rule of LOD operator setting are also concluded.

46 CFR 189.15-5 - Alternate compliance.

Code of Federal Regulations, 2010 CFR

2010-10-01

..., a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100 2nd St., SW., Stop 7126, Washington, DC 20593-7126; telephone (202) 372-1371; or fax (202) 372-1925. Approved classification society...

46 CFR 189.15-5 - Alternate compliance.

Code of Federal Regulations, 2011 CFR

2011-10-01

..., a list of authorized classification societies, including information for ordering copies of approved classification society rules and supplements, is available from Commandant (CG-521), 2100 2nd St., SW., Stop 7126, Washington, DC 20593-7126; telephone (202) 372-1371; or fax (202) 372-1925. Approved classification society...

Scattering property based contextual PolSAR speckle filter

NASA Astrophysics Data System (ADS)

Mullissa, Adugna G.; Tolpekin, Valentyn; Stein, Alfred

2017-12-01

Reliability of the scattering model based polarimetric SAR (PolSAR) speckle filter depends upon the accurate decomposition and classification of the scattering mechanisms. This paper presents an improved scattering property based contextual speckle filter based upon an iterative classification of the scattering mechanisms. It applies a Cloude-Pottier eigenvalue-eigenvector decomposition and a fuzzy H/α classification to determine the scattering mechanisms on a pre-estimate of the coherency matrix. The H/α classification identifies pixels with homogeneous scattering properties. A coarse pixel selection rule groups pixels that are either single bounce, double bounce or volume scatterers. A fine pixel selection rule is applied to pixels within each canonical scattering mechanism. We filter the PolSAR data and depending on the type of image scene (urban or rural) use either the coarse or fine pixel selection rule. Iterative refinement of the Wishart H/α classification reduces the speckle in the PolSAR data. Effectiveness of this new filter is demonstrated by using both simulated and real PolSAR data. It is compared with the refined Lee filter, the scattering model based filter and the non-local means filter. The study concludes that the proposed filter compares favorably with other polarimetric speckle filters in preserving polarimetric information, point scatterers and subtle features in PolSAR data.

76 FR 34223 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2011-06-13

.... Applicants: Jump Power LLC. Description: Jump Power LLC submits tariff filing per 35.15: Notice of Cancellation of MBR Tariff & Revised Tariff Sheets for Jump Power, LLC to be effective 6/7/2011. Filed Date: 06...

49 CFR 1312.7 - STB tariff designation.

Code of Federal Regulations, 2014 CFR

2014-10-01

... tariff designation consisting of: (1) The characters “STB”; (2) The assigned alpha code of the carrier or... tariff 1000-A could be designated 1000-B, etc. (b) Alpha codes. Alpha codes are assigned to carriers and...

49 CFR 1312.7 - STB tariff designation.

Code of Federal Regulations, 2011 CFR

2011-10-01

... tariff designation consisting of: (1) The characters “STB”; (2) The assigned alpha code of the carrier or... tariff 1000-A could be designated 1000-B, etc. (b) Alpha codes. Alpha codes are assigned to carriers and...

49 CFR 1312.7 - STB tariff designation.

Code of Federal Regulations, 2010 CFR

2010-10-01

... tariff designation consisting of: (1) The characters “STB”; (2) The assigned alpha code of the carrier or... tariff 1000-A could be designated 1000-B, etc. (b) Alpha codes. Alpha codes are assigned to carriers and...

49 CFR 1312.7 - STB tariff designation.

Code of Federal Regulations, 2012 CFR

2012-10-01

... tariff designation consisting of: (1) The characters “STB”; (2) The assigned alpha code of the carrier or... tariff 1000-A could be designated 1000-B, etc. (b) Alpha codes. Alpha codes are assigned to carriers and...

49 CFR 1312.7 - STB tariff designation.

Code of Federal Regulations, 2013 CFR

2013-10-01

... tariff designation consisting of: (1) The characters “STB”; (2) The assigned alpha code of the carrier or... tariff 1000-A could be designated 1000-B, etc. (b) Alpha codes. Alpha codes are assigned to carriers and...

Multiobjective Model of Time-of-Use and Stepwise Power Tariff for Residential Consumers in Regulated Power Markets

DOE Office of Scientific and Technical Information (OSTI.GOV)

Zhou, Bin; Yang, Rui; Li, Canbing

Here, time-of-use (TOU) rates and stepwise power tariff (SPT) are important economic levers to motivate residents to shift their electricity usage in response to electricity price. In this paper, a new multiobjective optimal tariff-making model of time-of-use and stepwise power tariff (TOUSPT) is proposed, which combines the complementary characteristics of two power tariffs, for residential energy conservation and peak load shaving. In the proposed approach, the residential demand response with price elasticity in regulated power market is considered to determine the optimum peak-valley TOU tariffs for each stepwise electricity partition. Furthermore, a practical case study is implemented to test themore » effectiveness of the proposed TOUSPT, and the results demonstrate that TOUSPT can achieve efficient end-use energy saving and also shift load from peak to off-peak periods.« less

Multiobjective Model of Time-of-Use and Stepwise Power Tariff for Residential Consumers in Regulated Power Markets

DOE PAGES

Zhou, Bin; Yang, Rui; Li, Canbing; ...

2017-07-04

Here, time-of-use (TOU) rates and stepwise power tariff (SPT) are important economic levers to motivate residents to shift their electricity usage in response to electricity price. In this paper, a new multiobjective optimal tariff-making model of time-of-use and stepwise power tariff (TOUSPT) is proposed, which combines the complementary characteristics of two power tariffs, for residential energy conservation and peak load shaving. In the proposed approach, the residential demand response with price elasticity in regulated power market is considered to determine the optimum peak-valley TOU tariffs for each stepwise electricity partition. Furthermore, a practical case study is implemented to test themore » effectiveness of the proposed TOUSPT, and the results demonstrate that TOUSPT can achieve efficient end-use energy saving and also shift load from peak to off-peak periods.« less

Predicting Mycobacterium tuberculosis Complex Clades Using Knowledge-Based Bayesian Networks

PubMed Central

Bennett, Kristin P.

2014-01-01

We develop a novel approach for incorporating expert rules into Bayesian networks for classification of Mycobacterium tuberculosis complex (MTBC) clades. The proposed knowledge-based Bayesian network (KBBN) treats sets of expert rules as prior distributions on the classes. Unlike prior knowledge-based support vector machine approaches which require rules expressed as polyhedral sets, KBBN directly incorporates the rules without any modification. KBBN uses data to refine rule-based classifiers when the rule set is incomplete or ambiguous. We develop a predictive KBBN model for 69 MTBC clades found in the SITVIT international collection. We validate the approach using two testbeds that model knowledge of the MTBC obtained from two different experts and large DNA fingerprint databases to predict MTBC genetic clades and sublineages. These models represent strains of MTBC using high-throughput biomarkers called spacer oligonucleotide types (spoligotypes), since these are routinely gathered from MTBC isolates of tuberculosis (TB) patients. Results show that incorporating rules into problems can drastically increase classification accuracy if data alone are insufficient. The SITVIT KBBN is publicly available for use on the World Wide Web. PMID:24864238

Improving the accuracy of operation coding in surgical discharge summaries

PubMed Central

Martinou, Eirini; Shouls, Genevieve; Betambeau, Nadine

2014-01-01

Procedural coding in surgical discharge summaries is extremely important; as well as communicating to healthcare staff which procedures have been performed, it also provides information that is used by the hospital's coding department. The OPCS code (Office of Population, Censuses and Surveys Classification of Surgical Operations and Procedures) is used to generate the tariff that allows the hospital to be reimbursed for the procedure. We felt that the OPCS coding on discharge summaries was often incorrect within our breast and endocrine surgery department. A baseline measurement over two months demonstrated that 32% of operations had been incorrectly coded, resulting in an incorrect tariff being applied and an estimated loss to the Trust of £17,000. We developed a simple but specific OPCS coding table in collaboration with the clinical coding team and breast surgeons that summarised all operations performed within our department. This table was disseminated across the team, specifically to the junior doctors who most frequently complete the discharge summaries. Re-audit showed 100% of operations were accurately coded, demonstrating the effectiveness of the coding table. We suggest that specifically designed coding tables be introduced across each surgical department to ensure accurate OPCS codes are used to produce better quality surgical discharge summaries and to ensure correct reimbursement to the Trust. PMID:26734286

Maximum demand charge rates for commercial and industrial electricity tariffs in the United States

DOE Office of Scientific and Technical Information (OSTI.GOV)

McLaren, Joyce; Gagnon, Pieter; Zimny-Schmitt, Daniel

NREL has assembled a list of U.S. retail electricity tariffs and their associated demand charge rates for the Commercial and Industrial sectors. The data was obtained from the Utility Rate Database. Keep the following information in mind when interpreting the data: (1) These data were interpreted and transcribed manually from utility tariff sheets, which are often complex. It is a certainty that these data contain errors, and therefore should only be used as a reference. Actual utility tariff sheets should be consulted if an action requires this type of data. (2) These data only contains tariffs that were entered intomore » the Utility Rate Database. Since not all tariffs are designed in a format that can be entered into the Database, this list is incomplete - it does not contain all tariffs in the United States. (3) These data may have changed since this list was developed (4) Many of the underlying tariffs have additional restrictions or requirements that are not represented here. For example, they may only be available to the agricultural sector or closed to new customers. (5) If there are multiple demand charge elements in a given tariff, the maximum demand charge is the sum of each of the elements at any point in time. Where tiers were present, the highest rate tier was assumed. The value is a maximum for the year, and may be significantly different from demand charge rates at other times in the year. Utility Rate Database: https://openei.org/wiki/Utility_Rate_Database« less

Semantic Classification of Diseases in Discharge Summaries Using a Context-aware Rule-based Classifier

PubMed Central

Solt, Illés; Tikk, Domonkos; Gál, Viktor; Kardkovács, Zsolt T.

2009-01-01

Objective Automated and disease-specific classification of textual clinical discharge summaries is of great importance in human life science, as it helps physicians to make medical studies by providing statistically relevant data for analysis. This can be further facilitated if, at the labeling of discharge summaries, semantic labels are also extracted from text, such as whether a given disease is present, absent, questionable in a patient, or is unmentioned in the document. The authors present a classification technique that successfully solves the semantic classification task. Design The authors introduce a context-aware rule-based semantic classification technique for use on clinical discharge summaries. The classification is performed in subsequent steps. First, some misleading parts are removed from the text; then the text is partitioned into positive, negative, and uncertain context segments, then a sequence of binary classifiers is applied to assign the appropriate semantic labels. Measurement For evaluation the authors used the documents of the i2b2 Obesity Challenge and adopted its evaluation measures: F1-macro and F1-micro for measurements. Results On the two subtasks of the Obesity Challenge (textual and intuitive classification) the system performed very well, and achieved a F1-macro = 0.80 for the textual and F1-macro = 0.67 for the intuitive tasks, and obtained second place at the textual and first place at the intuitive subtasks of the challenge. Conclusions The authors show in the paper that a simple rule-based classifier can tackle the semantic classification task more successfully than machine learning techniques, if the training data are limited and some semantic labels are very sparse. PMID:19390101

78 FR 59995 - Self-Regulatory Organizations; Financial Industry Regulatory Authority, Inc.; Notice of Filing of...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-09-30

... Change To Clarify the Classification and Reporting of Certain Securities to FINRA September 24, 2013... interpretation to clarify the classification and the reporting of certain securities to FINRA. The proposed rule....'' FINRA recently has received inquiries regarding the appropriate classification of certain ``hybrid...

46 CFR 8.440 - Vessel enrollment in the Alternate Compliance Program.

Code of Federal Regulations, 2014 CFR

2014-10-01

... classification society and accepted by the Coast Guard, the cognizant OCMI may decline to issue a certificate of... recognized classification society authorized by the Coast Guard to determine compliance with applicable international treaties and agreements, the classification society's class rules, and the U.S. supplement...

46 CFR 8.440 - Vessel enrollment in the Alternate Compliance Program.

Code of Federal Regulations, 2012 CFR

2012-10-01

... classification society and accepted by the Coast Guard, the cognizant OCMI may decline to issue a certificate of... recognized classification society authorized by the Coast Guard to determine compliance with applicable international treaties and agreements, the classification society's class rules, and the U.S. Supplement...

46 CFR 8.440 - Vessel enrollment in the Alternate Compliance Program.

Code of Federal Regulations, 2013 CFR

2013-10-01

... classification society and accepted by the Coast Guard, the cognizant OCMI may decline to issue a certificate of... recognized classification society authorized by the Coast Guard to determine compliance with applicable international treaties and agreements, the classification society's class rules, and the U.S. supplement...

46 CFR 8.440 - Vessel enrollment in the Alternate Compliance Program.

Code of Federal Regulations, 2010 CFR

2010-10-01

... issuance or renewal of a COI may submit the vessel for classification, plan review and inspection by a recognized classification society authorized by the Coast Guard to determine compliance with applicable international treaties and agreements, the classification society's class rules, and the U.S. Supplement...

46 CFR 8.440 - Vessel enrollment in the Alternate Compliance Program.

Code of Federal Regulations, 2011 CFR

2011-10-01

... issuance or renewal of a COI may submit the vessel for classification, plan review and inspection by a recognized classification society authorized by the Coast Guard to determine compliance with applicable international treaties and agreements, the classification society's class rules, and the U.S. Supplement...

18 CFR 3a.13 - Classification responsibility and procedure.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Classification responsibility and procedure. 3a.13 Section 3a.13 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.31 - Classification markings and special notations.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Classification markings and special notations. 3a.31 Section 3a.31 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification...

18 CFR 3a.13 - Classification responsibility and procedure.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Classification responsibility and procedure. 3a.13 Section 3a.13 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.11 - Classification of official information.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Classification of official information. 3a.11 Section 3a.11 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.13 - Classification responsibility and procedure.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Classification responsibility and procedure. 3a.13 Section 3a.13 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.11 - Classification of official information.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Classification of official information. 3a.11 Section 3a.11 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.13 - Classification responsibility and procedure.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Classification responsibility and procedure. 3a.13 Section 3a.13 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.31 - Classification markings and special notations.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Classification markings and special notations. 3a.31 Section 3a.31 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification...

18 CFR 3a.11 - Classification of official information.

Code of Federal Regulations, 2010 CFR

2010-04-01

... 18 Conservation of Power and Water Resources 1 2010-04-01 2010-04-01 false Classification of official information. 3a.11 Section 3a.11 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.11 - Classification of official information.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Classification of official information. 3a.11 Section 3a.11 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification § 3a...

18 CFR 3a.31 - Classification markings and special notations.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Classification markings and special notations. 3a.31 Section 3a.31 Conservation of Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY GENERAL RULES NATIONAL SECURITY INFORMATION Classification...

14 CFR 221.550 - Copies of tariffs made from filer's printer(s) located in Department's public reference room.

Code of Federal Regulations, 2011 CFR

2011-01-01

... OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS... public reference room. Copies of information contained in a filer's on-line tariff database may be...

14 CFR 221.550 - Copies of tariffs made from filer's printer(s) located in Department's public reference room.

Code of Federal Regulations, 2014 CFR

2014-01-01

... OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS... public reference room. Copies of information contained in a filer's on-line tariff database may be...

14 CFR 221.550 - Copies of tariffs made from filer's printer(s) located in Department's public reference room.

Code of Federal Regulations, 2012 CFR

2012-01-01

... OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS... public reference room. Copies of information contained in a filer's on-line tariff database may be...

14 CFR 221.550 - Copies of tariffs made from filer's printer(s) located in Department's public reference room.

Code of Federal Regulations, 2013 CFR

2013-01-01

... OFFICE OF THE SECRETARY, DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS... public reference room. Copies of information contained in a filer's on-line tariff database may be...

Comparative analysis of port tariffs in the ESCAP region

DOT National Transportation Integrated Search

2002-01-01

Ports of the Economic and Social Commission for Asia and the Pacific (ESCAP) region have long-established tariff structures. Some tariffs are extremely complex while others are relatively simple. There is, however, an increasing desire on the part of...

18 CFR 341.2 - Filing requirements.

Code of Federal Regulations, 2010 CFR

2010-04-01

..., DEPARTMENT OF ENERGY REGULATIONS UNDER THE INTERSTATE COMMERCE ACT OIL PIPELINE TARIFFS: OIL PIPELINE... filings. (1) Carriers must serve tariff publications and justifications to each shipper and subscriber... for its inability to accept electronic service. (b) Notice period. All tariff publications (except for...

78 FR 20371 - Small Business Size Standards; Waiver of the Nonmanufacturer Rule

Federal Register 2010, 2011, 2012, 2013, 2014

2013-04-04

... SMALL BUSINESS ADMINISTRATION Small Business Size Standards; Waiver of the Nonmanufacturer Rule AGENCY: U.S. Small Business Administration. ACTION: On April 16, 2001, SBA granted a Class Waiver of the Nonmanufacturer Rule (NMR) for Aerospace Ball and Roller Bearings, North American Industry Classification System...

22 CFR 42.12 - Rules of chargeability.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 22 Foreign Relations 1 2014-04-01 2014-04-01 false Rules of chargeability. 42.12 Section 42.12 Foreign Relations DEPARTMENT OF STATE VISAS VISAS: DOCUMENTATION OF IMMIGRANTS UNDER THE IMMIGRATION AND NATIONALITY ACT, AS AMENDED Classification and Foreign State Chargeability § 42.12 Rules of chargeability. (a...

22 CFR 42.12 - Rules of chargeability.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 22 Foreign Relations 1 2011-04-01 2011-04-01 false Rules of chargeability. 42.12 Section 42.12 Foreign Relations DEPARTMENT OF STATE VISAS VISAS: DOCUMENTATION OF IMMIGRANTS UNDER THE IMMIGRATION AND NATIONALITY ACT, AS AMENDED Classification and Foreign State Chargeability § 42.12 Rules of chargeability. (a...

22 CFR 42.12 - Rules of chargeability.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 22 Foreign Relations 1 2013-04-01 2013-04-01 false Rules of chargeability. 42.12 Section 42.12 Foreign Relations DEPARTMENT OF STATE VISAS VISAS: DOCUMENTATION OF IMMIGRANTS UNDER THE IMMIGRATION AND NATIONALITY ACT, AS AMENDED Classification and Foreign State Chargeability § 42.12 Rules of chargeability. (a...

22 CFR 42.12 - Rules of chargeability.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 22 Foreign Relations 1 2012-04-01 2012-04-01 false Rules of chargeability. 42.12 Section 42.12 Foreign Relations DEPARTMENT OF STATE VISAS VISAS: DOCUMENTATION OF IMMIGRANTS UNDER THE IMMIGRATION AND NATIONALITY ACT, AS AMENDED Classification and Foreign State Chargeability § 42.12 Rules of chargeability. (a...

Bug Distribution and Pattern Classification.

ERIC Educational Resources Information Center

Tatsuoka, Kikumi K.; Tatsuoka, Maurice M.

The study examines the rule space model, a probabilistic model capable of measuring cognitive skill acquisition and of diagnosing erroneous rules of operation in a procedural domain. The model involves two important components: (1) determination of a set of bug distributions (bug density functions representing clusters around the rules); and (2)…

Stratification of the severity of critically ill patients with classification trees

PubMed Central

2009-01-01

Background Development of three classification trees (CT) based on the CART (Classification and Regression Trees), CHAID (Chi-Square Automatic Interaction Detection) and C4.5 methodologies for the calculation of probability of hospital mortality; the comparison of the results with the APACHE II, SAPS II and MPM II-24 scores, and with a model based on multiple logistic regression (LR). Methods Retrospective study of 2864 patients. Random partition (70:30) into a Development Set (DS) n = 1808 and Validation Set (VS) n = 808. Their properties of discrimination are compared with the ROC curve (AUC CI 95%), Percent of correct classification (PCC CI 95%); and the calibration with the Calibration Curve and the Standardized Mortality Ratio (SMR CI 95%). Results CTs are produced with a different selection of variables and decision rules: CART (5 variables and 8 decision rules), CHAID (7 variables and 15 rules) and C4.5 (6 variables and 10 rules). The common variables were: inotropic therapy, Glasgow, age, (A-a)O2 gradient and antecedent of chronic illness. In VS: all the models achieved acceptable discrimination with AUC above 0.7. CT: CART (0.75(0.71-0.81)), CHAID (0.76(0.72-0.79)) and C4.5 (0.76(0.73-0.80)). PCC: CART (72(69-75)), CHAID (72(69-75)) and C4.5 (76(73-79)). Calibration (SMR) better in the CT: CART (1.04(0.95-1.31)), CHAID (1.06(0.97-1.15) and C4.5 (1.08(0.98-1.16)). Conclusion With different methodologies of CTs, trees are generated with different selection of variables and decision rules. The CTs are easy to interpret, and they stratify the risk of hospital mortality. The CTs should be taken into account for the classification of the prognosis of critically ill patients. PMID:20003229

Renewable Energy Prices in State-Level Feed-in Tariffs: Federal Law Constraints and Possible Solutions

DOE Office of Scientific and Technical Information (OSTI.GOV)

Hempling, S.; Elefant, C.; Cory, K.

State legislatures and state utility commissions trying to attract renewable energy projects are considering feed-in tariffs, which obligate retail utilities to purchase electricity from renewable producers under standard arrangements specifying prices, terms, and conditions. The use of feed-in tariffs simplifies the purchase process, provides revenue certainty to generators, and reduces the cost of financing generating projects. However, some argue that federal law--including the Public Utility Regulatory Policies Act of 1978 (PURPA) and the Federal Power Act of 1935 (FPA)--constrain state-level feed-in tariffs. This report seeks to reduce the legal uncertainties for states contemplating feed-in tariffs by explaining the constraints imposedmore » by federal statutes. It describes the federal constraints, identifies transaction categories that are free of those constraints, and offers ways for state and federal policymakers to interpret or modify existing law to remove or reduce these constraints. This report proposes ways to revise these federal statutes. It creates a broad working definition of a state-level feed-in tariff. Given this definition, this report concludes there are paths to non-preempted, state-level feed-in tariffs under current federal law.« less

Broken promise? Taxes and tariffs on insecticide treated mosquito nets.

PubMed

Alilio, Martin; Mwenesi, Halima; Barat, Lawrence M; Payes, Roshelle M; Prysor-Jones, Suzanne; Diara, Malick; McGuire, David; Shaw, Willard

2007-12-01

Seven years ago, the removal of taxes and tariffs on insecticide treated nets (ITNs) was considered one of the easiest resolutions for most countries to implement among the targets agreed upon at the African Summit on Roll Back Malaria in Abuja, Nigeria, on April 25, 2000. However, seven years later, 24 of the 39 Abuja signatories continue to impose taxes and tariffs on this life-saving tool. Taxes and tariffs significantly increase the price of an insecticide treated net, reduce affordability, and discourage the commercial sector from importing insecticide treated net products. Consequently, Roll Back Malaria partners are engaged in advocacy efforts to remove taxes and tariffs on insecticide treated nets in malaria-endemic countries of Africa. This viewpoint summarizes key obstacles to the removal of taxes and tariffs that have been identified through a review of country situations. To achieve the goal of producing and supplying more than 160 million insecticide treated nets needed to reach the revised Roll Back Malaria Partnership targets by 2010, tax and tariff reforms are urgently needed. Such reforms must be accompanied by country-specific systems to protect the poor (e.g., through voucher systems for vulnerable groups and other forms of targeted subsidies).

78 FR 35085 - Small Business Size Standards: Waiver of the Nonmanufacturer Rule

Federal Register 2010, 2011, 2012, 2013, 2014

2013-06-11

... Classification System (NAICS) code 332991, Products and Services Code (PSC) 3110, made available for public... American Industry Classification System (NAICS) Industry Number as established by the Office of Management...

76 FR 26750 - Agency Information Collection Activities: Documentation Requirements for Articles Entered Under...

Federal Register 2010, 2011, 2012, 2013, 2014

2011-05-09

... Activities: Documentation Requirements for Articles Entered Under Various Special Tariff Treatment Provisions...: Documentation Requirements for Articles Entered Under Various Special Tariff Treatment Provisions. This request... collection: Title: Documentation Requirements for Articles Entered Under Various Special Tariff Treatment...

78 FR 71724 - Recordations, Water Carrier Tariffs, and Agricultural Contract Summaries

Federal Register 2010, 2011, 2012, 2013, 2014

2013-11-29

... DEPARTMENT OF TRANSPORTATION Surface Transportation Board Recordations, Water Carrier Tariffs, and Agricultural Contract Summaries AGENCY: Surface Transportation Board, DOT. ACTION: Notice of OMB Approval of..., Control Number 2140-0025 (2) Water Carrier Tariffs, Control Number 2140-26 (3) Agricultural Contract...

14 CFR 221.5 - Unauthorized air transportation.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Unauthorized air transportation. 221.5... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS General § 221.5 Unauthorized air transportation. Tariff publications... Department's granting authority to perform the foreign air transportation covered by such tariff publications...

[Impact of the new system of resource allocation on French public healthcare establishments].

PubMed

Accary-Bézard, Catherine

2012-06-01

The reform of the tarification according to activity is now in place with a "T2A" rate said to be 100%, ie the hospitals are paid based on the national tariffs for a stay in hospital. The reform will continue with a list of stays for which, each year, a single tariff between the public sector and the private sector is applied. This single tariff results from the "inter-sector tariff convergence" policy which is applied.

A study of some nine-element decision rules. [for multispectral recognition of remote sensing

NASA Technical Reports Server (NTRS)

Richardson, W.

1974-01-01

A nine-element rule is one that makes a classification decision for each pixel based on data from that pixel and its eight immediate neighbors. Three such rules, all fast and simple to use, are defined and tested. All performed substantially better on field interiors than the best one-point rule. Qualitative results indicate that fine detail and contradictory testimony tend to be overlooked by the rules.

The impact of differences between patient and general population EQ-5D-3L values on the mean tariff scores of different patient groups.

PubMed

Little, Matthew H R; Reitmeir, Peter; Peters, Annette; Leidl, Reiner

2014-06-01

Health states can be valued by those who currently experience a health state (experienced health states [EHS]) or by the general public, who value a set of given health states (GHS) described to them. There has been debate over which method is more appropriate when making resource allocation decisions. This article informs this debate by assessing whether differences between these methods have an effect on the mean EQ-5D-3L tariff scores of different patient groups. The European tariff based on GHS valuations was compared with a German EHS tariff. Comparison was made in the context of EQ-5D-3L health states describing a number of diagnosed chronic diseases (stroke, diabetes, myocardial infarction, and cancer) taken from the Cooperative Health Research in the Augsburg Region population surveys. Comparison was made of both the difference in weighting of the dimensions of the EQ-5D-3L and differences in mean tariff scores for patient groups. Weighting of the dimensions of the EQ-5D-3L were found to be systematically different. The EHS tariff gave significantly lower mean scores for most, but not all, patient groups despite tariff scores being lower for 213 of 243 EQ-5D-3L health states using the GHS tariff. Differences were found to vary between groups, with the largest change in difference being 5.45 in the multiple stoke group. The two tariffs have systematic differences that in certain patient groups could drive the results of an economic evaluation. Therefore, the choice as to which is used may be critical when making resource allocation decisions. Copyright © 2014 International Society for Pharmacoeconomics and Outcomes Research (ISPOR). Published by Elsevier Inc. All rights reserved.

The Impact of Utility Tariff Evolution on Behind-the-Meter PV Adoption

DOE Office of Scientific and Technical Information (OSTI.GOV)

Cole, Wesley J; Gagnon, Pieter J; Frew, Bethany A

This analysis uses a new method to link the NREL Regional Energy Deployment System (ReEDS) capacity expansion model with the NREL distributed generation market demand model (dGen) to explore the impact that the evolution of retail electricity tariffs can have on the adoption of distributed photovoltaics (DPV). The evolution most notably takes the form of decreased mid-day electricity costs, as low-cost PV reduces the marginal cost of electricity during those hours and the changes are subsequently communicated to electricity consumers through tariffs. We find that even under the low PV prices of the new SunShot targets the financial performance ofmore » DPV under evolved tariffs still motivates behind-the-meter adoption, despite significant reduction in the costs of electricity during afternoon periods driven by deployment of cheap utility-scale PV. The amount of DPV in 2050 in these low-cost futures ranged from 206 GW to 263 GW, a 13-fold and 16-fold increase over 2016 adoption levels respectively. From a utility planner's perspective, the representation of tariff evolution has noteworthy impacts on forecasted DPV adoption in scenarios with widespread time-of-use tariffs. Scenarios that projected adoption under a portfolio of time-of-use tariffs, but did not represent the evolution of those tariffs, predicted up to 36 percent more DPV in 2050, compared to scenarios that did not represent that evolution. Lastly, we find that a reduction in DPV deployment resulting from evolved tariffs had a negligible impact on the total generation from PV - both utility-scale and distributed - in the scenarios we examined. Any reduction in DPV generation was replaced with utility-scale PV generation, to arrive at the quantity that makes up the least-cost portfolio.« less

Ancillary-service costs for 12 US electric utilities

DOE Office of Scientific and Technical Information (OSTI.GOV)

Kirby, B.; Hirst, E.

1996-03-01

Ancillary services are those functions performed by electrical generating, transmission, system-control, and distribution-system equipment and people to support the basic services of generating capacity, energy supply, and power delivery. The Federal Energy Regulatory Commission defined ancillary services as ``those services necessary to support the transmission of electric power from seller to purchaser given the obligations of control areas and transmitting utilities within those control areas to maintain reliable operations of the interconnected transmission system.`` FERC divided these services into three categories: ``actions taken to effect the transaction (such as scheduling and dispatching services) , services that are necessary to maintainmore » the integrity of the transmission system [and] services needed to correct for the effects associated with undertaking a transaction.`` In March 1995, FERC published a proposed rule to ensure open and comparable access to transmission networks throughout the country. The rule defined six ancillary services and developed pro forma tariffs for these services: scheduling and dispatch, load following, system protection, energy imbalance, loss compensation, and reactive power/voltage control.« less

46 CFR 520.3 - Publication responsibilities.

Code of Federal Regulations, 2010 CFR

2010-10-01

... AUTOMATED TARIFFS § 520.3 Publication responsibilities. (a) General. Unless otherwise exempted by § 520.13, all common carriers and conferences shall keep open for public inspection, in automated tariff systems.... Conferences shall publish, in their automated tariff systems, rates offered pursuant to independent action by...

Exploring the impact of network tariffs on household electricity expenditures using load profiles and socio-economic characteristics

NASA Astrophysics Data System (ADS)

Azarova, Valeriya; Engel, Dominik; Ferner, Cornelia; Kollmann, Andrea; Reichl, Johannes

2018-04-01

Growing self-generation and storage are expected to cause significant changes in residential electricity utilization patterns. Commonly applied volumetric network tariffs may induce imbalance between different groups of households and their respective contribution to recovering the operating costs of the grid. Understanding consumer behaviour and appliance usage together with socio-economic factors can help regulatory authorities to adapt network tariffs to new circumstances in a fair way. Here, we assess the effects of 11 network tariff scenarios on household budgets using real load profiles from 765 households. Thus we explore the possibly disruptive impact of applying peak-load-based tariffs on the budgets of households when they have been mainly charged for consumed volumes before. Our analysis estimates the change in household network expenditure for different combinations of energy, peak and fixed charges, and can help to design tariffs that recover the costs needed for the sustainable operation of the grid.

26 CFR 601.102 - Classification of taxes collected by the Internal Revenue Service.

Code of Federal Regulations, 2010 CFR

2010-04-01

... Rules § 601.102 Classification of taxes collected by the Internal Revenue Service. (a) Principal... 26 Internal Revenue 20 2010-04-01 2010-04-01 false Classification of taxes collected by the Internal Revenue Service. 601.102 Section 601.102 Internal Revenue INTERNAL REVENUE SERVICE, DEPARTMENT OF...

Cellular automata rule characterization and classification using texture descriptors

NASA Astrophysics Data System (ADS)

Machicao, Jeaneth; Ribas, Lucas C.; Scabini, Leonardo F. S.; Bruno, Odermir M.

2018-05-01

The cellular automata (CA) spatio-temporal patterns have attracted the attention from many researchers since it can provide emergent behavior resulting from the dynamics of each individual cell. In this manuscript, we propose an approach of texture image analysis to characterize and classify CA rules. The proposed method converts the CA spatio-temporal patterns into a gray-scale image. The gray-scale is obtained by creating a binary number based on the 8-connected neighborhood of each dot of the CA spatio-temporal pattern. We demonstrate that this technique enhances the CA rule characterization and allow to use different texture image analysis algorithms. Thus, various texture descriptors were evaluated in a supervised training approach aiming to characterize the CA's global evolution. Our results show the efficiency of the proposed method for the classification of the elementary CA (ECAs), reaching a maximum of 99.57% of accuracy rate according to the Li-Packard scheme (6 classes) and 94.36% for the classification of the 88 rules scheme. Moreover, within the image analysis context, we found a better performance of the method by means of a transformation of the binary states to a gray-scale.

Fuzzy support vector machine: an efficient rule-based classification technique for microarrays.

PubMed

Hajiloo, Mohsen; Rabiee, Hamid R; Anooshahpour, Mahdi

2013-01-01

The abundance of gene expression microarray data has led to the development of machine learning algorithms applicable for tackling disease diagnosis, disease prognosis, and treatment selection problems. However, these algorithms often produce classifiers with weaknesses in terms of accuracy, robustness, and interpretability. This paper introduces fuzzy support vector machine which is a learning algorithm based on combination of fuzzy classifiers and kernel machines for microarray classification. Experimental results on public leukemia, prostate, and colon cancer datasets show that fuzzy support vector machine applied in combination with filter or wrapper feature selection methods develops a robust model with higher accuracy than the conventional microarray classification models such as support vector machine, artificial neural network, decision trees, k nearest neighbors, and diagonal linear discriminant analysis. Furthermore, the interpretable rule-base inferred from fuzzy support vector machine helps extracting biological knowledge from microarray data. Fuzzy support vector machine as a new classification model with high generalization power, robustness, and good interpretability seems to be a promising tool for gene expression microarray classification.

40 CFR 164.120 - Notification.

Code of Federal Regulations, 2010 CFR

2010-07-01

... Protection of Environment ENVIRONMENTAL PROTECTION AGENCY (CONTINUED) PESTICIDE PROGRAMS RULES OF PRACTICE... REGISTER, CANCELLATIONS OF REGISTRATIONS, CHANGES OF CLASSIFICATIONS, SUSPENSIONS OF REGISTRATIONS AND... imminent hazard during the time required for cancellation or change in classification proceedings, but that...

40 CFR 164.120 - Notification.

Code of Federal Regulations, 2011 CFR

2011-07-01

... Protection of Environment ENVIRONMENTAL PROTECTION AGENCY (CONTINUED) PESTICIDE PROGRAMS RULES OF PRACTICE... REGISTER, CANCELLATIONS OF REGISTRATIONS, CHANGES OF CLASSIFICATIONS, SUSPENSIONS OF REGISTRATIONS AND... imminent hazard during the time required for cancellation or change in classification proceedings, but that...

49 CFR 1312.5 - Amendments to tariffs.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 49 Transportation 9 2010-10-01 2010-10-01 false Amendments to tariffs. 1312.5 Section 1312.5 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS REGULATIONS FOR THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE...

49 CFR 1312.5 - Amendments to tariffs.

Code of Federal Regulations, 2012 CFR

2012-10-01

... 49 Transportation 9 2012-10-01 2012-10-01 false Amendments to tariffs. 1312.5 Section 1312.5 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS REGULATIONS FOR THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE...

49 CFR 1312.5 - Amendments to tariffs.

Code of Federal Regulations, 2013 CFR

2013-10-01

... 49 Transportation 9 2013-10-01 2013-10-01 false Amendments to tariffs. 1312.5 Section 1312.5 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS REGULATIONS FOR THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE...

49 CFR 1312.5 - Amendments to tariffs.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 49 Transportation 9 2014-10-01 2014-10-01 false Amendments to tariffs. 1312.5 Section 1312.5 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS REGULATIONS FOR THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE...

49 CFR 1312.5 - Amendments to tariffs.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 49 Transportation 9 2011-10-01 2011-10-01 false Amendments to tariffs. 1312.5 Section 1312.5 Transportation Other Regulations Relating to Transportation (Continued) SURFACE TRANSPORTATION BOARD, DEPARTMENT OF TRANSPORTATION (CONTINUED) CARRIER RATES AND SERVICE TERMS REGULATIONS FOR THE PUBLICATION, POSTING AND FILING OF TARIFFS FOR THE...

Introducing Nonlinear Pricing into Consumer Choice Theory.

ERIC Educational Resources Information Center

DeSalvo, Joseph S.; Huq, Mobinul

2002-01-01

Describes and contrasts nonlinear and linear pricing in consumer choice theory. Discusses the types of nonlinear pricing: block-declining tariff, two-part tariff, three-part tariff, and quality discounts or premia. States that understanding nonlinear pricing enhances student comprehension of consumer choice theory. Suggests teaching the concept in…

18 CFR 35.28 - Non-discriminatory open access transmission tariff.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Non-discriminatory open... AND TARIFFS Other Filing Requirements § 35.28 Non-discriminatory open access transmission tariff. (a... concerns regarding unnecessary market inefficiencies. (c) Non-discriminatory open access transmission...

33 CFR 402.2 - Title.

Code of Federal Regulations, 2010 CFR

1999-07-01

... 33 Navigation and Navigable Waters 3 1999-07-01 1999-07-01 false Title. 402.2 Section 402.2 Navigation and Navigable Waters SAINT LAWRENCE SEAWAYDEVELOPMENT CORPORATION, DEPARTMENT OF TRANSPORTATION TARIFF OF TOLLS § 402.2 Title. This tariff may be cited as the St. Lawrence Seaway Tariff of Tolls. ...

Designing boosting ensemble of relational fuzzy systems.

PubMed

Scherer, Rafał

2010-10-01

A method frequently used in classification systems for improving classification accuracy is to combine outputs of several classifiers. Among various types of classifiers, fuzzy ones are tempting because of using intelligible fuzzy if-then rules. In the paper we build an AdaBoost ensemble of relational neuro-fuzzy classifiers. Relational fuzzy systems bond input and output fuzzy linguistic values by a binary relation; thus, fuzzy rules have additional, comparing to traditional fuzzy systems, weights - elements of a fuzzy relation matrix. Thanks to this the system is better adjustable to data during learning. In the paper an ensemble of relational fuzzy systems is proposed. The problem is that such an ensemble contains separate rule bases which cannot be directly merged. As systems are separate, we cannot treat fuzzy rules coming from different systems as rules from the same (single) system. In the paper, the problem is addressed by a novel design of fuzzy systems constituting the ensemble, resulting in normalization of individual rule bases during learning. The method described in the paper is tested on several known benchmarks and compared with other machine learning solutions from the literature.

Detecting borderline infection in an automated monitoring system for healthcare-associated infection using fuzzy logic.

PubMed

de Bruin, Jeroen S; Adlassnig, Klaus-Peter; Blacky, Alexander; Koller, Walter

2016-05-01

Many electronic infection detection systems employ dichotomous classification methods, classifying patient data as pathological or normal with respect to one or several types of infection. An electronic monitoring and surveillance system for healthcare-associated infections (HAIs) known as Moni-ICU is being operated at the intensive care units (ICUs) of the Vienna General Hospital (VGH) in Austria. Instead of classifying patient data as pathological or normal, Moni-ICU introduces a third borderline class. Patient data classified as borderline with respect to an infection-related clinical concept or HAI surveillance definition signify that the data nearly or partly fulfill the definition for the respective concept or HAI, and are therefore neither fully pathological nor fully normal. Using fuzzy sets and propositional fuzzy rules, we calculated how frequently patient data are classified as normal, borderline, or pathological with respect to infection-related clinical concepts and HAI definitions. In dichotomous classification methods, borderline classification results would be confounded by normal. Therefore, we also assessed whether the constructed fuzzy sets and rules employed by Moni-ICU classified patient data too often or too infrequently as borderline instead of normal. Electronic surveillance data were collected from adult patients (aged 18 years or older) at ten ICUs of the VGH. All adult patients admitted to these ICUs over a two-year period were reviewed. In all 5099 patient stays (4120 patients) comprising 49,394 patient days were evaluated. For classification, a part of Moni-ICU's knowledge base comprising fuzzy sets and rules for ten infection-related clinical concepts and four top-level HAI definitions was employed. Fuzzy sets were used for the classification of concepts directly related to patient data; fuzzy rules were employed for the classification of more abstract clinical concepts, and for top-level HAI surveillance definitions. Data for each clinical concept and HAI definition were classified as either normal, borderline, or pathological. For the assessment of fuzzy sets and rules, we compared how often a borderline value for a fuzzy set or rule would result in a borderline value versus a normal value for its associated HAI definition(s). The statistical significance of these comparisons was expressed in p-values calculated with Fisher's exact test. The results showed that, for clinical concepts represented by fuzzy sets, 1-17% of the data were classified as borderline. The number was substantially higher (20-81%) for fuzzy rules representing more abstract clinical concepts. A small body of data were found to be in the borderline range for the four top-level HAI definitions (0.02-2.35%). Seven of ten fuzzy sets and rules were associated significantly more often with borderline values than with normal values for their respective HAI definition(s) (p<0.001). The study showed that Moni-ICU was effective in classifying patient data as borderline for infection-related concepts and top-level HAI surveillance definitions. Copyright © 2016 Elsevier B.V. All rights reserved.

Evaluating an ensemble classification approach for crop diversity verification in Danish greening subsidy control

NASA Astrophysics Data System (ADS)

Chellasamy, Menaka; Ferré, Ty Paul Andrew; Greve, Mogens Humlekrog

2016-07-01

Beginning in 2015, Danish farmers are obliged to meet specific crop diversification rules based on total land area and number of crops cultivated to be eligible for new greening subsidies. Hence, there is a need for the Danish government to extend their subsidy control system to verify farmers' declarations to warrant greening payments under the new crop diversification rules. Remote Sensing (RS) technology has been used since 1992 to control farmers' subsidies in Denmark. However, a proper RS-based approach is yet to be finalised to validate new crop diversity requirements designed for assessing compliance under the recent subsidy scheme (2014-2020); This study uses an ensemble classification approach (proposed by the authors in previous studies) for validating the crop diversity requirements of the new rules. The approach uses a neural network ensemble classification system with bi-temporal (spring and early summer) WorldView-2 imagery (WV2) and includes the following steps: (1) automatic computation of pixel-based prediction probabilities using multiple neural networks; (2) quantification of the classification uncertainty using Endorsement Theory (ET); (3) discrimination of crop pixels and validation of the crop diversification rules at farm level; and (4) identification of farmers who are violating the requirements for greening subsidies. The prediction probabilities are computed by a neural network ensemble supplied with training samples selected automatically using farmers declared parcels (field vectors containing crop information and the field boundary of each crop). Crop discrimination is performed by considering a set of conclusions derived from individual neural networks based on ET. Verification of the diversification rules is performed by incorporating pixel-based classification uncertainty or confidence intervals with the class labels at the farmer level. The proposed approach was tested with WV2 imagery acquired in 2011 for a study area in Vennebjerg, Denmark, containing 132 farmers, 1258 fields, and 18 crops. The classification results obtained show an overall accuracy of 90.2%. The RS-based results suggest that 36 farmers did not follow the crop diversification rules that would qualify for the greening subsidies. When compared to the farmers' reported crop mixes, irrespective of the rule, the RS results indicate that false crop declarations were made by 8 farmers, covering 15 fields. If the farmers' reports had been submitted for the new greening subsidies, 3 farmers would have made a false claim; while remaining 5 farmers obey the rules of required crop proportion even though they have submitted the false crop code due to their small holding size. The RS results would have supported 96 farmers for greening subsidy claims, with no instances of suggesting a greening subsidy for a holding that the farmer did not report as meeting the required conditions. These results suggest that the proposed RS based method shows great promise for validating the new greening subsidies in Denmark.

22 CFR 91.1 - Answering inquiries regarding tariff acts and customs regulations.

Code of Federal Regulations, 2012 CFR

2012-04-01

... customs regulations. 91.1 Section 91.1 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.1 Answering inquiries regarding tariff acts and customs regulations. In replying to inquiries received from exporters, travelers, or other interested parties, concerning tariff acts or customs...

22 CFR 91.1 - Answering inquiries regarding tariff acts and customs regulations.

Code of Federal Regulations, 2014 CFR

2014-04-01

... customs regulations. 91.1 Section 91.1 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.1 Answering inquiries regarding tariff acts and customs regulations. In replying to inquiries received from exporters, travelers, or other interested parties, concerning tariff acts or customs...

22 CFR 91.1 - Answering inquiries regarding tariff acts and customs regulations.

Code of Federal Regulations, 2013 CFR

2013-04-01

... customs regulations. 91.1 Section 91.1 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.1 Answering inquiries regarding tariff acts and customs regulations. In replying to inquiries received from exporters, travelers, or other interested parties, concerning tariff acts or customs...

22 CFR 91.1 - Answering inquiries regarding tariff acts and customs regulations.

Code of Federal Regulations, 2011 CFR

2011-04-01

... customs regulations. 91.1 Section 91.1 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.1 Answering inquiries regarding tariff acts and customs regulations. In replying to inquiries received from exporters, travelers, or other interested parties, concerning tariff acts or customs...

22 CFR 91.1 - Answering inquiries regarding tariff acts and customs regulations.

Code of Federal Regulations, 2010 CFR

2010-04-01

... customs regulations. 91.1 Section 91.1 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.1 Answering inquiries regarding tariff acts and customs regulations. In replying to inquiries received from exporters, travelers, or other interested parties, concerning tariff acts or customs...

18 CFR 154.205 - Withdrawals and amendments of tariff filings and executed service agreements.

Code of Federal Regulations, 2013 CFR

2013-04-01

... 18 Conservation of Power and Water Resources 1 2013-04-01 2013-04-01 false Withdrawals and... and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.205 Withdrawals and...

18 CFR 154.205 - Withdrawals and amendments of tariff filings and executed service agreements.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Withdrawals and... and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.205 Withdrawals and...

18 CFR 154.205 - Withdrawals and amendments of tariff filings and executed service agreements.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Withdrawals and... and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.205 Withdrawals and...

18 CFR 154.205 - Withdrawals and amendments of tariff filings and executed service agreements.

Code of Federal Regulations, 2014 CFR

2014-04-01

... 18 Conservation of Power and Water Resources 1 2014-04-01 2014-04-01 false Withdrawals and... and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Procedures for Changing Tariffs § 154.205 Withdrawals and...

76 FR 17407 - Combined Notice of Filings #2

Federal Register 2010, 2011, 2012, 2013, 2014

2011-03-29

... DEPARTMENT OF ENERGY Federal Energy Regulatory Commission Combined Notice of Filings 2 Take notice... Operator Corporation submits tariff filing per 35.13(a)(2)(iii: 2011-03-18 CAISO Tariff Filing to be... Description: Carolina Power & Light Company submits tariff filing per 35.13(a)(2)(iii: Rate Schedule No. 182...

14 CFR 221.30 - Passenger fares and charges.

Code of Federal Regulations, 2010 CFR

2010-01-01

... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Manner of Filing Tariffs § 221.30 Passenger fares and charges. (a... necessary to carry out the purposes of this part, the applicant carrier to file fare tariffs in a paper format. Such waivers shall only be considered where electronic filing, compared to paper filing, is...

78 FR 5775 - Notice of Allocation of Tariff Rate Quotas (TRQ) on the Import of Certain Worsted Wool Fabrics...

Federal Register 2010, 2011, 2012, 2013, 2014

2013-01-28

... DEPARTMENT OF COMMERCE International Trade Administration Notice of Allocation of Tariff Rate... Trade Administration, Department of Commerce. ACTION: Notice of allocation of 2013 worsted wool fabric tariff rate quota. SUMMARY: The Department of Commerce (Department) has determined the allocation for...

75 FR 45620 - Combined Notice of Filings #2

Federal Register 2010, 2011, 2012, 2013, 2014

2010-08-03

..., LLC. Description: FPL Energy Oliver Wind I, LLC submits tariff filing per 35.12: Oliver I Baseline... Energy South Dakota Wind, LLC submits tariff filing per 35.12: South Dakota Baseline Filing, to be..., Inc. Description: FPL Energy Stateline II, Inc. submits tariff filing per 35.12: Stateline II Baseline...

A Classroom Tariff-Setting Game

ERIC Educational Resources Information Center

Winchester, Niven

2006-01-01

The author outlines a classroom tariff-setting game that allows students to explore the consequences of import tariffs imposed by large countries (countries able to influence world prices). Groups of students represent countries, which are organized into trading pairs. Each group's objective is to maximize welfare by choosing an appropriate ad…

75 FR 32937 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-06-10

... proposed amendments to its Open Access Transmission, Energy and Operating Reserve Markets Tariff. Filed... Interconnection, LLC submits the revised Open Access Tariff. Filed Date: 05/27/2010. Accession Number: 20100527... proposed revisions to its FERC Open Access Transmission Tariff to be effective 6/1/10. Filed Date: 05/27...

33 CFR 402.2 - Title.

Code of Federal Regulations, 2010 CFR

2010-07-01

... 33 Navigation and Navigable Waters 3 2010-07-01 2010-07-01 false Title. 402.2 Section 402.2 Navigation and Navigable Waters SAINT LAWRENCE SEAWAY DEVELOPMENT CORPORATION, DEPARTMENT OF TRANSPORTATION TARIFF OF TOLLS § 402.2 Title. This tariff may be cited as the St. Lawrence Seaway Tariff of Tolls...

22 CFR 91.3 - Assistance to Customs and Tariff Commission representatives.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 22 Foreign Relations 1 2012-04-01 2012-04-01 false Assistance to Customs and Tariff Commission representatives. 91.3 Section 91.3 Foreign Relations DEPARTMENT OF STATE LEGAL AND RELATED SERVICES IMPORT CONTROLS § 91.3 Assistance to Customs and Tariff Commission representatives. Consular officers shall render...

33 CFR 402.2 - Title.

Code of Federal Regulations, 2010 CFR

2009-07-01

... 33 Navigation and Navigable Waters 3 2009-07-01 2009-07-01 false Title. 402.2 Section 402.2 Navigation and Navigable Waters SAINT LAWRENCE SEAWAY DEVELOPMENT CORPORATION, DEPARTMENT OF TRANSPORTATION TARIFF OF TOLLS § 402.2 Title. This tariff may be cited as the St. Lawrence Seaway Tariff of Tolls...

19 CFR 10.616 - Verification and justification of claim for preferential tariff treatment.

Code of Federal Regulations, 2010 CFR

2010-04-01

... RATE, ETC. Dominican Republic-Central America-United States Free Trade Agreement Origin Verifications... preferential tariff treatment. 10.616 Section 10.616 Customs Duties U.S. CUSTOMS AND BORDER PROTECTION... verification of a claim for preferential tariff treatment under CAFTA-DR for goods imported into the United...

14 CFR 221.80 - Effect of suspension by Department.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Effect of suspension by Department. 221.80... PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Suspension of Tariff Provisions by Department § 221.80 Effect of... an order or special tariff permission of the Department. (c) Suspension continues former matter in...

76 FR 358 - Combined Notice of Filings # 1

Federal Register 2010, 2011, 2012, 2013, 2014

2011-01-04

..., 2011. Docket Numbers: ER11-2466-000. Applicants: Juniper Canyon Wind Power LLC. Description: Juniper Canyon Wind Power LLC submits tariff filing per 35.37: Revisions to Market-Based Rate Tariff to be... Wind Power LLC. Description: Klondike Wind Power LLC submits tariff filing per 35.37: Revisions to...

Providing for the consideration of the bill (H.R. 639) to amend title VII of the Tariff Act of 1930 to clarify that countervailing duties may be imposed to address subsidies relating to a fundamentally undervalued currency of any foreign country.

THOMAS, 112th Congress

Rep. Critz, Mark S. [D-PA-12

2011-06-16

House - 07/06/2011 Motion to Discharge Committee filed by Mr. Critz. Petition No: 112-1. (All Actions) Notes: On 7/6/2011, a motion was filed to discharge the Committee on Rules from the consideration of H.Res.310 a resolution providing for consideration of H.R.639. A discharge petition requires 218 signatures for further action. (Discharge Petition No. 112-1: text with signatures.) Tracker: This bill has the status IntroducedHere are the steps for Status of Legislation:

Suitability of the isolated chicken eye test for classification of extreme pH detergents and cleaning products.

PubMed

Cazelle, Elodie; Eskes, Chantra; Hermann, Martina; Jones, Penny; McNamee, Pauline; Prinsen, Menk; Taylor, Hannah; Wijnands, Marcel V W

2015-04-01

A.I.S.E. investigated the suitability of the regulatory adopted ICE in vitro test method (OECD TG 438) with or without histopathology to identify detergent and cleaning formulations having extreme pH that require classification as EU CLP/UN GHS Category 1. To this aim, 18 extreme pH detergent and cleaning formulations were tested covering both alkaline and acidic extreme pHs. The ICE standard test method following OECD Test Guideline 438 showed good concordance with in vivo classification (83%) and good and balanced specificity and sensitivity values (83%) which are in line with the performances of currently adopted in vitro test guidelines, confirming its suitability to identify Category 1 extreme pH detergent and cleaning products. In contrast to previous findings obtained with non-extreme pH formulations, the use of histopathology did not improve the sensitivity of the assay whilst it strongly decreased its specificity for the extreme pH formulations. Furthermore, use of non-testing prediction rules for classification showed poor concordance values (33% for the extreme pH rule and 61% for the EU CLP additivity approach) with high rates of over-prediction (100% for the extreme pH rule and 50% for the additivity approach), indicating that these non-testing prediction rules are not suitable to predict Category 1 hazards of extreme pH detergent and cleaning formulations. Copyright © 2015 Elsevier Ltd. All rights reserved.

Symbolic rule-based classification of lung cancer stages from free-text pathology reports.

PubMed

Nguyen, Anthony N; Lawley, Michael J; Hansen, David P; Bowman, Rayleen V; Clarke, Belinda E; Duhig, Edwina E; Colquist, Shoni

2010-01-01

To classify automatically lung tumor-node-metastases (TNM) cancer stages from free-text pathology reports using symbolic rule-based classification. By exploiting report substructure and the symbolic manipulation of systematized nomenclature of medicine-clinical terms (SNOMED CT) concepts in reports, statements in free text can be evaluated for relevance against factors relating to the staging guidelines. Post-coordinated SNOMED CT expressions based on templates were defined and populated by concepts in reports, and tested for subsumption by staging factors. The subsumption results were used to build logic according to the staging guidelines to calculate the TNM stage. The accuracy measure and confusion matrices were used to evaluate the TNM stages classified by the symbolic rule-based system. The system was evaluated against a database of multidisciplinary team staging decisions and a machine learning-based text classification system using support vector machines. Overall accuracy on a corpus of pathology reports for 718 lung cancer patients against a database of pathological TNM staging decisions were 72%, 78%, and 94% for T, N, and M staging, respectively. The system's performance was also comparable to support vector machine classification approaches. A system to classify lung TNM stages from free-text pathology reports was developed, and it was verified that the symbolic rule-based approach using SNOMED CT can be used for the extraction of key lung cancer characteristics from free-text reports. Future work will investigate the applicability of using the proposed methodology for extracting other cancer characteristics and types.

Combining High Spatial Resolution Optical and LIDAR Data for Object-Based Image Classification

NASA Astrophysics Data System (ADS)

Li, R.; Zhang, T.; Geng, R.; Wang, L.

2018-04-01

In order to classify high spatial resolution images more accurately, in this research, a hierarchical rule-based object-based classification framework was developed based on a high-resolution image with airborne Light Detection and Ranging (LiDAR) data. The eCognition software is employed to conduct the whole process. In detail, firstly, the FBSP optimizer (Fuzzy-based Segmentation Parameter) is used to obtain the optimal scale parameters for different land cover types. Then, using the segmented regions as basic units, the classification rules for various land cover types are established according to the spectral, morphological and texture features extracted from the optical images, and the height feature from LiDAR respectively. Thirdly, the object classification results are evaluated by using the confusion matrix, overall accuracy and Kappa coefficients. As a result, a method using the combination of an aerial image and the airborne Lidar data shows higher accuracy.

Decision Tree Repository and Rule Set Based Mingjiang River Estuarine Wetlands Classifaction

NASA Astrophysics Data System (ADS)

Zhang, W.; Li, X.; Xiao, W.

2018-05-01

The increasing urbanization and industrialization have led to wetland losses in estuarine area of Mingjiang River over past three decades. There has been increasing attention given to produce wetland inventories using remote sensing and GIS technology. Due to inconsistency training site and training sample, traditionally pixel-based image classification methods can't achieve a comparable result within different organizations. Meanwhile, object-oriented image classification technique shows grate potential to solve this problem and Landsat moderate resolution remote sensing images are widely used to fulfill this requirement. Firstly, the standardized atmospheric correct, spectrally high fidelity texture feature enhancement was conducted before implementing the object-oriented wetland classification method in eCognition. Secondly, we performed the multi-scale segmentation procedure, taking the scale, hue, shape, compactness and smoothness of the image into account to get the appropriate parameters, using the top and down region merge algorithm from single pixel level, the optimal texture segmentation scale for different types of features is confirmed. Then, the segmented object is used as the classification unit to calculate the spectral information such as Mean value, Maximum value, Minimum value, Brightness value and the Normalized value. The Area, length, Tightness and the Shape rule of the image object Spatial features and texture features such as Mean, Variance and Entropy of image objects are used as classification features of training samples. Based on the reference images and the sampling points of on-the-spot investigation, typical training samples are selected uniformly and randomly for each type of ground objects. The spectral, texture and spatial characteristics of each type of feature in each feature layer corresponding to the range of values are used to create the decision tree repository. Finally, with the help of high resolution reference images, the random sampling method is used to conduct the field investigation, achieve an overall accuracy of 90.31 %, and the Kappa coefficient is 0.88. The classification method based on decision tree threshold values and rule set developed by the repository, outperforms the results obtained from the traditional methodology. Our decision tree repository and rule set based object-oriented classification technique was an effective method for producing comparable and consistency wetlands data set.

29 CFR 2530.200b-3 - Determination of service to be credited to employees.

Code of Federal Regulations, 2014 CFR

2014-07-01

... hours of other employees in the same job classification based on these records. A plan may use any of... general rule set forth in § 2530.200b-2(a), for different classifications of employees covered under the plan or for different purposes, provided that such classifications are reasonable and are consistently...

29 CFR 2530.200b-3 - Determination of service to be credited to employees.

Code of Federal Regulations, 2013 CFR

2013-07-01

... hours of other employees in the same job classification based on these records. A plan may use any of... general rule set forth in § 2530.200b-2(a), for different classifications of employees covered under the plan or for different purposes, provided that such classifications are reasonable and are consistently...

29 CFR 2530.200b-3 - Determination of service to be credited to employees.

Code of Federal Regulations, 2012 CFR

2012-07-01

... hours of other employees in the same job classification based on these records. A plan may use any of... general rule set forth in § 2530.200b-2(a), for different classifications of employees covered under the plan or for different purposes, provided that such classifications are reasonable and are consistently...

26 CFR 301.7701(i)-3 - Effective dates and duration of taxable mortgage pool classification.

Code of Federal Regulations, 2010 CFR

2010-04-01

... mortgage pool classification. 301.7701(i)-3 Section 301.7701(i)-3 Internal Revenue INTERNAL REVENUE SERVICE... § 301.7701(i)-3 Effective dates and duration of taxable mortgage pool classification. (a) Effective...(c) of the Tax Reform Act of 1986. (2) Special rule for certain transfers. A transfer made to an...

Classification capacity of a modular neural network implementing neurally inspired architecture and training rules.

PubMed

Poirazi, Panayiota; Neocleous, Costas; Pattichis, Costantinos S; Schizas, Christos N

2004-05-01

A three-layer neural network (NN) with novel adaptive architecture has been developed. The hidden layer of the network consists of slabs of single neuron models, where neurons within a slab--but not between slabs--have the same type of activation function. The network activation functions in all three layers have adaptable parameters. The network was trained using a biologically inspired, guided-annealing learning rule on a variety of medical data. Good training/testing classification performance was obtained on all data sets tested. The performance achieved was comparable to that of SVM classifiers. It was shown that the adaptive network architecture, inspired from the modular organization often encountered in the mammalian cerebral cortex, can benefit classification performance.

14 CFR 221.112 - Rejected tariff is void and must not be used.

Code of Federal Regulations, 2013 CFR

2013-01-01

... 14 Aeronautics and Space 4 2013-01-01 2013-01-01 false Rejected tariff is void and must not be used. 221.112 Section 221.112 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF... any force or effect whatsoever. Such rejected tariff must not be used. ...

14 CFR 221.112 - Rejected tariff is void and must not be used.

Code of Federal Regulations, 2011 CFR

2011-01-01

... 14 Aeronautics and Space 4 2011-01-01 2011-01-01 false Rejected tariff is void and must not be used. 221.112 Section 221.112 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF... any force or effect whatsoever. Such rejected tariff must not be used. ...

14 CFR 221.112 - Rejected tariff is void and must not be used.

Code of Federal Regulations, 2012 CFR

2012-01-01

... 14 Aeronautics and Space 4 2012-01-01 2012-01-01 false Rejected tariff is void and must not be used. 221.112 Section 221.112 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF... any force or effect whatsoever. Such rejected tariff must not be used. ...

14 CFR 221.112 - Rejected tariff is void and must not be used.

Code of Federal Regulations, 2014 CFR

2014-01-01

... 14 Aeronautics and Space 4 2014-01-01 2014-01-01 false Rejected tariff is void and must not be used. 221.112 Section 221.112 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF... any force or effect whatsoever. Such rejected tariff must not be used. ...

14 CFR 221.112 - Rejected tariff is void and must not be used.

Code of Federal Regulations, 2010 CFR

2010-01-01

... 14 Aeronautics and Space 4 2010-01-01 2010-01-01 false Rejected tariff is void and must not be used. 221.112 Section 221.112 Aeronautics and Space OFFICE OF THE SECRETARY, DEPARTMENT OF... any force or effect whatsoever. Such rejected tariff must not be used. ...

33 CFR 402.10 - Coming into force.

Code of Federal Regulations, 2014 CFR

2014-07-01

... 33 Navigation and Navigable Waters 3 2014-07-01 2014-07-01 false Coming into force. 402.10 Section... TRANSPORTATION TARIFF OF TOLLS § 402.10 Coming into force. In Canada, this Tariff and the tolls set forth herein come into force from the date on which this Tariff is filed with the Canadian Transportation Agency...

33 CFR 402.9 - Coming into force.

Code of Federal Regulations, 2011 CFR

2011-07-01

... 33 Navigation and Navigable Waters 3 2011-07-01 2011-07-01 false Coming into force. 402.9 Section... TRANSPORTATION TARIFF OF TOLLS § 402.9 Coming into force. In Canada, this Tariff and the tolls set forth herein come into force from the date on which this Tariff is filed with the Canadian Transportation Agency...

33 CFR 402.9 - Coming into force.

Code of Federal Regulations, 2013 CFR

2013-07-01

... 33 Navigation and Navigable Waters 3 2013-07-01 2013-07-01 false Coming into force. 402.9 Section... TRANSPORTATION TARIFF OF TOLLS § 402.9 Coming into force. In Canada, this Tariff and the tolls set forth herein come into force from the date on which this Tariff is filed with the Canadian Transportation Agency...

33 CFR 402.9 - Coming into force.

Code of Federal Regulations, 2012 CFR

2012-07-01

... 33 Navigation and Navigable Waters 3 2012-07-01 2012-07-01 false Coming into force. 402.9 Section... TRANSPORTATION TARIFF OF TOLLS § 402.9 Coming into force. In Canada, this Tariff and the tolls set forth herein come into force from the date on which this Tariff is filed with the Canadian Transportation Agency...

14 CFR 221.121 - How to prepare and file applications for Special Tariff Permission.

Code of Federal Regulations, 2010 CFR

2010-01-01

..., DEPARTMENT OF TRANSPORTATION (AVIATION PROCEEDINGS) ECONOMIC REGULATIONS TARIFFS Special Tariff Permission To... notice shall conform to the requirements of § 221.212 if filed electronically. (b) Number of paper copies and place of filing. For paper format applications, the original and one copy of each such application...

49 CFR 1312.10 - Notification of tariff changes and nature of changes.

Code of Federal Regulations, 2014 CFR

2014-10-01

... 49 Transportation 9 2014-10-01 2014-10-01 false Notification of tariff changes and nature of... WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.10 Notification of tariff changes and nature of... changes and their nature (whether an increase or decrease in service, rates or transportation charges). ...

49 CFR 1312.10 - Notification of tariff changes and nature of changes.

Code of Federal Regulations, 2011 CFR

2011-10-01

... 49 Transportation 9 2011-10-01 2011-10-01 false Notification of tariff changes and nature of... WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.10 Notification of tariff changes and nature of... changes and their nature (whether an increase or decrease in service, rates or transportation charges). ...

33 CFR 402.9 - Coming into force.

Code of Federal Regulations, 2010 CFR

2010-07-01

... 33 Navigation and Navigable Waters 3 2010-07-01 2010-07-01 false Coming into force. 402.9 Section... TRANSPORTATION TARIFF OF TOLLS § 402.9 Coming into force. In Canada, this Tariff and the tolls set forth herein come into force from the date on which this Tariff is filed with the Canadian Transportation Agency...

76 FR 22390 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2011-04-21

...: Conforming Tariff Record--Exhibit 1D Billing Policy to be effective 5/1/2011. Filed Date: 04/12/2011.... Description: Entergy Arkansas, Inc. submits tariff filing per 35.17(b): West Memphis Corrected NITSA to be...: ER11-3333-000. Applicants: NV Energy, Inc. Description: NV Energy, Inc. submits tariff filing per 35.12...

75 FR 1764 - Combined Notice of Filings

Federal Register 2010, 2011, 2012, 2013, 2014

2010-01-13

...: Rockies Express Pipeline LLC submits Original Sheet No. 11C to FERC Gas Tariff, Second Revised Volume No...: Southern LNG, Inc submits for filing Third Revised Sheet 1 et al. to FERC Gas Tariff, Original Volume 1 to... Gas Tariff, Original Volume 1. Filed Date: 12/30/2009. Accession Number: 20091230-0049. Comment Date...

75 FR 12540 - Electronic Tariff Filings; Notice of Technical Conference

Federal Register 2010, 2011, 2012, 2013, 2014

2010-03-16

... DEPARTMENT OF ENERGY Federal Energy Regulatory Commission [Docket No. RM01-5-000] Electronic... electronically starting April 1, 2010. One of the required electronic tariff filing's data elements is the Type of Filing Code. \\1\\ Electronic Tariff Filings, Order No. 714, 73 FR 57,515 (Oct. 3, 2008), 124 FERC...

75 FR 42434 - Combined Notice of Filings #1

Federal Register 2010, 2011, 2012, 2013, 2014

2010-07-21

..., LLC, Foote Creek II, LLC, Foote Creek IV, LLC, Ridge Crest Wind Partners, LLC, Oak Creek Wind Power... submits tariff filing per 35.12: Baseline Cost-Based Rates Tariff of Florida Power Corporation to be...: Baseline Cost-Based Rates Tariff of Carolina Power and Light Company to be effective 7/13/2010. Filed Date...

49 CFR 1312.10 - Notification of tariff changes and nature of changes.

Code of Federal Regulations, 2013 CFR

2013-10-01

... 49 Transportation 9 2013-10-01 2013-10-01 false Notification of tariff changes and nature of... WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.10 Notification of tariff changes and nature of... changes and their nature (whether an increase or decrease in service, rates or transportation charges). ...

49 CFR 1312.10 - Notification of tariff changes and nature of changes.

Code of Federal Regulations, 2010 CFR

2010-10-01

... 49 Transportation 9 2010-10-01 2010-10-01 false Notification of tariff changes and nature of... WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.10 Notification of tariff changes and nature of... changes and their nature (whether an increase or decrease in service, rates or transportation charges). ...

49 CFR 1312.10 - Notification of tariff changes and nature of changes.

Code of Federal Regulations, 2012 CFR

2012-10-01

... 49 Transportation 9 2012-10-01 2012-10-01 false Notification of tariff changes and nature of... WATER CARRIER IN NONCONTIGUOUS DOMESTIC TRADE § 1312.10 Notification of tariff changes and nature of... changes and their nature (whether an increase or decrease in service, rates or transportation charges). ...

19 CFR 10.606 - Filing of claim for tariff preference level.

Code of Federal Regulations, 2010 CFR

2010-04-01

...-Central America-United States Free Trade Agreement Tariff Preference Level § 10.606 Filing of claim for... 19 Customs Duties 1 2010-04-01 2010-04-01 false Filing of claim for tariff preference level. 10.606 Section 10.606 Customs Duties U.S. CUSTOMS AND BORDER PROTECTION, DEPARTMENT OF HOMELAND SECURITY...

46 CFR 169.107 - Definitions.

Code of Federal Regulations, 2014 CFR

2014-10-01

... now or hereafter amended. Recognized Classification Society means the American Bureau of Shipping or other classification society recognized by the Commandant. Rules of the Road means the statutory and... operation and the sea, including seamanship, navigation, oceanography, other nautical and marine sciences...

46 CFR 169.107 - Definitions.

Code of Federal Regulations, 2010 CFR

2010-10-01

... now or hereafter amended. Recognized Classification Society means the American Bureau of Shipping or other classification society recognized by the Commandant. Rules of the Road means the statutory and... operation and the sea, including seamanship, navigation, oceanography, other nautical and marine sciences...

46 CFR 169.107 - Definitions.

Code of Federal Regulations, 2011 CFR

2011-10-01

... now or hereafter amended. Recognized Classification Society means the American Bureau of Shipping or other classification society recognized by the Commandant. Rules of the Road means the statutory and... operation and the sea, including seamanship, navigation, oceanography, other nautical and marine sciences...

46 CFR 169.107 - Definitions.

Code of Federal Regulations, 2013 CFR

2013-10-01

... now or hereafter amended. Recognized Classification Society means the American Bureau of Shipping or other classification society recognized by the Commandant. Rules of the Road means the statutory and... operation and the sea, including seamanship, navigation, oceanography, other nautical and marine sciences...

Learning classification trees

NASA Technical Reports Server (NTRS)

Buntine, Wray

1991-01-01

Algorithms for learning classification trees have had successes in artificial intelligence and statistics over many years. How a tree learning algorithm can be derived from Bayesian decision theory is outlined. This introduces Bayesian techniques for splitting, smoothing, and tree averaging. The splitting rule turns out to be similar to Quinlan's information gain splitting rule, while smoothing and averaging replace pruning. Comparative experiments with reimplementations of a minimum encoding approach, Quinlan's C4 and Breiman et al. Cart show the full Bayesian algorithm is consistently as good, or more accurate than these other approaches though at a computational price.

How will the reduction of tariffs and taxes on insecticide- treated bednets affect household purchases?

PubMed

Simon, Jonathon L; Larson, Bruce A; Zusman, Alexander; Rosen, Sydney

2002-01-01

One of the steps called for in the fight against malaria is the removal of tariffs and taxes on insecticide-treated bednets (ITNs), netting materials, and insecticides, with a view to reducing the retail prices of ITNs and thus increasing utilization. In this paper we develop an approach for analysing the extent to which reform of tariff and tax policy can be expected to increase ITN purchases. We consider the following questions: (1). How much does the retail price of ITNs change if tariffs and taxes are reduced or eliminated? (2). How responsive is consumer demand to changes in the retail price of ITNs? Data on the price elasticity of demand for ITNs are very limited. Nevertheless, they suggest that ITN demand is not highly responsive to lower prices if household preferences are held constant. The reduction in retail prices associated with the removal of tariffs and taxes depends on the structure of the market in individual countries. In Nigeria, reducing the tariff on insecticides from 42% to zero and the tariff on netting materials from 40% to 5% is expected to increase ITN purchases by 9-27%, depending on the elasticity used. Country-specific information about market structure and cost conditions is needed if predictions are to be made as to how a specific policy change will affect ITN purchases.

How will the reduction of tariffs and taxes on insecticide- treated bednets affect household purchases?

PubMed Central

Simon, Jonathon L.; Larson, Bruce A.; Zusman, Alexander; Rosen, Sydney

2002-01-01

One of the steps called for in the fight against malaria is the removal of tariffs and taxes on insecticide-treated bednets (ITNs), netting materials, and insecticides, with a view to reducing the retail prices of ITNs and thus increasing utilization. In this paper we develop an approach for analysing the extent to which reform of tariff and tax policy can be expected to increase ITN purchases. We consider the following questions: (1). How much does the retail price of ITNs change if tariffs and taxes are reduced or eliminated? (2). How responsive is consumer demand to changes in the retail price of ITNs? Data on the price elasticity of demand for ITNs are very limited. Nevertheless, they suggest that ITN demand is not highly responsive to lower prices if household preferences are held constant. The reduction in retail prices associated with the removal of tariffs and taxes depends on the structure of the market in individual countries. In Nigeria, reducing the tariff on insecticides from 42% to zero and the tariff on netting materials from 40% to 5% is expected to increase ITN purchases by 9-27%, depending on the elasticity used. Country-specific information about market structure and cost conditions is needed if predictions are to be made as to how a specific policy change will affect ITN purchases. PMID:12481212

18 CFR 154.602 - Cancellation or termination of a tariff, executed service agreement or part thereof.

Code of Federal Regulations, 2011 CFR

2011-04-01

... 18 Conservation of Power and Water Resources 1 2011-04-01 2011-04-01 false Cancellation or... Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Other Tariff Changes § 154.602 Cancellation or termination of a...

18 CFR 154.602 - Cancellation or termination of a tariff, executed service agreement or part thereof.

Code of Federal Regulations, 2012 CFR

2012-04-01

... 18 Conservation of Power and Water Resources 1 2012-04-01 2012-04-01 false Cancellation or... Power and Water Resources FEDERAL ENERGY REGULATORY COMMISSION, DEPARTMENT OF ENERGY REGULATIONS UNDER NATURAL GAS ACT RATE SCHEDULES AND TARIFFS Other Tariff Changes § 154.602 Cancellation or termination of a...