WO2004051562A8 - Procede permettant d'expliquer une decision prise par un modele d'agregation multicritere compensatoire - Google Patents

Procede permettant d'expliquer une decision prise par un modele d'agregation multicritere compensatoire

Info

Publication number
WO2004051562A8
WO2004051562A8 PCT/EP2003/050879 EP0350879W WO2004051562A8 WO 2004051562 A8 WO2004051562 A8 WO 2004051562A8 EP 0350879 W EP0350879 W EP 0350879W WO 2004051562 A8 WO2004051562 A8 WO 2004051562A8
Authority
WO
WIPO (PCT)
Prior art keywords
explaining
aggregation model
decision taken
criteria
compensatory
Prior art date
Application number
PCT/EP2003/050879
Other languages
English (en)
Other versions
WO2004051562A2 (fr
Inventor
Christophe Labreuche
Original Assignee
Thales Sa
Christophe Labreuche
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Thales Sa, Christophe Labreuche filed Critical Thales Sa
Priority to EP03796046A priority Critical patent/EP1573668A2/fr
Priority to US10/536,427 priority patent/US7236964B2/en
Priority to AU2003298314A priority patent/AU2003298314A1/en
Publication of WO2004051562A2 publication Critical patent/WO2004051562A2/fr
Publication of WO2004051562A8 publication Critical patent/WO2004051562A8/fr

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/048—Fuzzy inferencing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
PCT/EP2003/050879 2002-11-29 2003-11-24 Procede permettant d'expliquer une decision prise par un modele d'agregation multicritere compensatoire WO2004051562A2 (fr)

Priority Applications (3)

Application Number Priority Date Filing Date Title
EP03796046A EP1573668A2 (fr) 2002-11-29 2003-11-24 Procede permettant d expliquer une decision prise par un mod ele d agregation multicritere compensatoire
US10/536,427 US7236964B2 (en) 2002-11-29 2003-11-24 Method of explaining a decision taken by a compensatory multi-criteria aggregation model
AU2003298314A AU2003298314A1 (en) 2002-11-29 2003-11-24 Method of explaining a decision taken by a compensatory multi-criteria aggregation model

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR02/15064 2002-11-29
FR0215064A FR2848006A1 (fr) 2002-11-29 2002-11-29 Procede permettant d'expliquer une decision prise par un modele d'agregation multicritere compensatoire

Publications (2)

Publication Number Publication Date
WO2004051562A2 WO2004051562A2 (fr) 2004-06-17
WO2004051562A8 true WO2004051562A8 (fr) 2005-11-10

Family

ID=32309857

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/EP2003/050879 WO2004051562A2 (fr) 2002-11-29 2003-11-24 Procede permettant d'expliquer une decision prise par un modele d'agregation multicritere compensatoire

Country Status (5)

Country Link
US (1) US7236964B2 (fr)
EP (1) EP1573668A2 (fr)
AU (1) AU2003298314A1 (fr)
FR (1) FR2848006A1 (fr)
WO (1) WO2004051562A2 (fr)

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Publication number Priority date Publication date Assignee Title
US8615379B2 (en) * 2006-12-11 2013-12-24 Tufts University Method for mutli-stage spatial sampling with multiple criteria
US20140278375A1 (en) * 2013-03-14 2014-09-18 Trinity College Dublin Methods and system for calculating affect scores in one or more documents
US10318970B2 (en) 2013-10-04 2019-06-11 International Business Machines Corporation Generating a succinct approximate representation of a time series
US10395198B2 (en) 2013-10-04 2019-08-27 International Business Machines Corporation Forecasting a time series based on actuals and a plan
US10127240B2 (en) 2014-10-17 2018-11-13 Zestfinance, Inc. API for implementing scoring functions
FR3034230A1 (fr) * 2015-03-26 2016-09-30 Thales Sa Procede d'explication d'un score
US10339467B2 (en) 2015-06-02 2019-07-02 International Business Machines Corporation Quantitative discovery of name changes
WO2018204701A1 (fr) * 2017-05-04 2018-11-08 Zestfinance, Inc. Systèmes et procédés pour fournir des informations d'explicabilité de modèle d'apprentissage automatique
US11941650B2 (en) 2017-08-02 2024-03-26 Zestfinance, Inc. Explainable machine learning financial credit approval model for protected classes of borrowers
WO2019212857A1 (fr) 2018-05-04 2019-11-07 Zestfinance, Inc. Systèmes et procédés pour enrichir des outils de modélisation et une infrastructure de modélisation en éléments sémantiques
CN111062548A (zh) * 2018-10-17 2020-04-24 南方电网科学研究院有限责任公司 一种企业决策辅助实时数据采集及评价方法
US11816541B2 (en) 2019-02-15 2023-11-14 Zestfinance, Inc. Systems and methods for decomposition of differentiable and non-differentiable models
US10977729B2 (en) 2019-03-18 2021-04-13 Zestfinance, Inc. Systems and methods for model fairness
US11321638B2 (en) 2020-03-16 2022-05-03 Kyndryl, Inc. Interoperable smart AI enabled evaluation of models
CN112116028A (zh) * 2020-09-29 2020-12-22 联想(北京)有限公司 模型决策解释实现方法、装置及计算机设备
US11720962B2 (en) 2020-11-24 2023-08-08 Zestfinance, Inc. Systems and methods for generating gradient-boosted models with improved fairness

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US5995728A (en) * 1995-06-30 1999-11-30 Forman; Ernest H. Computer implemented method of generating and displaying objectives from pros and cons for evaluating decision alternatives
US5717865A (en) * 1995-09-25 1998-02-10 Stratmann; William C. Method for assisting individuals in decision making processes
US5983220A (en) * 1995-11-15 1999-11-09 Bizrate.Com Supporting intuitive decision in complex multi-attributive domains using fuzzy, hierarchical expert models
US5832465A (en) * 1997-04-07 1998-11-03 General Electric Company Method for building a self-learning evidential reasoning system
US6826552B1 (en) * 1999-02-05 2004-11-30 Xfi Corporation Apparatus and methods for a computer aided decision-making system
US6304833B1 (en) * 1999-04-27 2001-10-16 The United States Of America As Represented By The Secretary Of The Navy Hypothesis selection for evidential reasoning systems
US6697799B1 (en) * 1999-09-10 2004-02-24 Requisite Technology, Inc. Automated classification of items using cascade searches
US6751600B1 (en) * 2000-05-30 2004-06-15 Commerce One Operations, Inc. Method for automatic categorization of items
US6826541B1 (en) * 2000-11-01 2004-11-30 Decision Innovations, Inc. Methods, systems, and computer program products for facilitating user choices among complex alternatives using conjoint analysis
US6951008B2 (en) * 2001-03-29 2005-09-27 General Electric Company Evidential reasoning system and method
US6957202B2 (en) * 2001-05-26 2005-10-18 Hewlett-Packard Development Company L.P. Model selection for decision support systems
US20030078900A1 (en) * 2001-06-29 2003-04-24 Dool Jacques Van Den Distributed decision processing system with advanced comparison engine

Also Published As

Publication number Publication date
FR2848006A1 (fr) 2004-06-04
AU2003298314A1 (en) 2004-06-23
US7236964B2 (en) 2007-06-26
US20060047613A1 (en) 2006-03-02
WO2004051562A2 (fr) 2004-06-17
EP1573668A2 (fr) 2005-09-14

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