FR3005769A1 - Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant - Google Patents

Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant Download PDF

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Publication number
FR3005769A1
FR3005769A1 FR1301148A FR1301148A FR3005769A1 FR 3005769 A1 FR3005769 A1 FR 3005769A1 FR 1301148 A FR1301148 A FR 1301148A FR 1301148 A FR1301148 A FR 1301148A FR 3005769 A1 FR3005769 A1 FR 3005769A1
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FR
France
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criteria
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given
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Pending
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FR1301148A
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English (en)
French (fr)
Inventor
Benedicte Goujon
Christophe Labeuche
Bertrand Duqueroie
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Thales SA
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Thales SA
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Priority to FR1301148A priority Critical patent/FR3005769A1/fr
Priority to CA2912751A priority patent/CA2912751A1/fr
Priority to PCT/EP2014/060170 priority patent/WO2014184381A2/fr
Priority to EP14726924.5A priority patent/EP2997526A2/de
Publication of FR3005769A1 publication Critical patent/FR3005769A1/fr
Pending legal-status Critical Current

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    • 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
    • G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Evolutionary Computation (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Tourism & Hospitality (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • User Interface Of Digital Computer (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
FR1301148A 2013-05-17 2013-05-17 Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant Pending FR3005769A1 (fr)

Priority Applications (4)

Application Number Priority Date Filing Date Title
FR1301148A FR3005769A1 (fr) 2013-05-17 2013-05-17 Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant
CA2912751A CA2912751A1 (fr) 2013-05-17 2014-05-16 Systeme d'aide a la decision multicritere avec generation automatique d'explications, et procede correspondant
PCT/EP2014/060170 WO2014184381A2 (fr) 2013-05-17 2014-05-16 Système d'aide à la décision multicritère avec génération automatique d'explications, et procédé correspondant
EP14726924.5A EP2997526A2 (de) 2013-05-17 2014-05-16 System zur unterstützung einer entscheidung mit mehreren kriterien mit automatischer erzeugung von erklärungen und entsprechendes verfahren

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR1301148A FR3005769A1 (fr) 2013-05-17 2013-05-17 Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant

Publications (1)

Publication Number Publication Date
FR3005769A1 true FR3005769A1 (fr) 2014-11-21

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
FR1301148A Pending FR3005769A1 (fr) 2013-05-17 2013-05-17 Systeme d'aide a la decision multicritere avec generation automatique d'explications et procede correspondant

Country Status (4)

Country Link
EP (1) EP2997526A2 (de)
CA (1) CA2912751A1 (de)
FR (1) FR3005769A1 (de)
WO (1) WO2014184381A2 (de)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016061576A1 (en) 2014-10-17 2016-04-21 Zestfinance, Inc. Api for implementing scoring functions
US20180322406A1 (en) * 2017-05-04 2018-11-08 Zestfinance, Inc. Systems and methods for providing machine learning model explainability information
WO2019028179A1 (en) 2017-08-02 2019-02-07 Zestfinance, Inc. SYSTEMS AND METHODS FOR PROVIDING DISAPPEARED IMPACT INFORMATION OF AUTOMATIC LEARNING MODEL
WO2019173734A1 (en) 2018-03-09 2019-09-12 Zestfinance, Inc. Systems and methods for providing machine learning model evaluation by using decomposition
CA3098838A1 (en) 2018-05-04 2019-11-07 Zestfinance, Inc. Systems and methods for enriching modeling tools and infrastructure with semantics
US11816541B2 (en) 2019-02-15 2023-11-14 Zestfinance, Inc. Systems and methods for decomposition of differentiable and non-differentiable models
CA3134043A1 (en) 2019-03-18 2020-09-24 Sean Javad Kamkar Systems and methods for model fairness
US11321638B2 (en) 2020-03-16 2022-05-03 Kyndryl, Inc. Interoperable smart AI enabled evaluation of models
US11720962B2 (en) 2020-11-24 2023-08-08 Zestfinance, Inc. Systems and methods for generating gradient-boosted models with improved fairness

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
BÉNÉDICTE GOUJON: "Génération d'explications pour l'aide à la décision multicritère", ACTES DU 13È CONGRÈS ANNUEL DE LA SOCIÉTÉ FRANÇAISE DE RECHERCHE OPÉRATIONNELLE ET D'AIDE À LA DÉCISION (ROADÉF) PRÉVU DU 11-13 AVRIL 2012, 17 March 2012 (2012-03-17), pages 241 - 242, XP055103723, Retrieved from the Internet <URL:http://uma.ensta-paristech.fr/work/labo_work/files/diam/docro/roadef_2012/actes/actes.pdf#page=265> [retrieved on 20140221] *
G.-H. TZENG, Y.-P. OU YANG, C.-T. LIN, C.-B. CHEN: "Hierarchical MADM with fuzzy integral for evaluating enterprise intranet web sites", INFORMATION SCIENCES, vol. 169, no. 3-4, 29 July 2004 (2004-07-29), pages 409 - 426, XP027629887, DOI: 10.1016/j.ins.2004.07.001 *
J. MONTMAIN, C. SANCHEZ, M. VINCHES: "Multi criteria analyses for managing motorway company facilities: the decision support system SINERGIE", ADVANCED ENGINEERING INFORMATICS, vol. 23, no. 3, 12 January 2009 (2009-01-12), pages 265 - 287, XP026218551, DOI: 10.1016/j.aei.2008.12.001 *
M. L. MAMMERI, C. GALLAIS, M. ÖZTÜRK, C. TALOTTE, D. BOUYSSOU: "Un outil d'aide multicritère à la décision pour l'évaluation globale du confort dans les TGV's", ACTES DU 13È CONGRÈS ANNUEL DE LA SOCIÉTÉ FRANÇAISE DE RECHERCHE OPÉRATIONNELLE ET D'AIDE À LA DÉCISION (ROADÉF) PRÉVU DU 11-13 AVRIL 2012, 17 March 2012 (2012-03-17), pages 383 - 387, XP055103728, Retrieved from the Internet <URL:http://uma.ensta-paristech.fr/work/labo_work/files/diam/docro/roadef_2012/actes/actes.pdf#page=407> [retrieved on 20140221] *
S. ANGILELLA, S. CORRENTE, S. GRECO, R. SLOWINSKI: "Multiple criteria hierarchy process for the Choquet integral", LECTURE NOTES IN COMPUTER SCIENCE, vol. 7811, 19 March 2013 (2013-03-19), pages 475 - 489, XP047021856, DOI: 10.1007/978-3-642-37140-0_36 *

Also Published As

Publication number Publication date
CA2912751A1 (fr) 2014-11-20
WO2014184381A3 (fr) 2015-02-19
WO2014184381A2 (fr) 2014-11-20
EP2997526A2 (de) 2016-03-23

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