CA2912751A1 - 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

Info

Publication number
CA2912751A1
CA2912751A1 CA2912751A CA2912751A CA2912751A1 CA 2912751 A1 CA2912751 A1 CA 2912751A1 CA 2912751 A CA2912751 A CA 2912751A CA 2912751 A CA2912751 A CA 2912751A CA 2912751 A1 CA2912751 A1 CA 2912751A1
Authority
CA
Canada
Prior art keywords
criteria
alternative
score
given
explanation
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
CA2912751A
Other languages
English (en)
French (fr)
Inventor
Benedicte Goujon
Christophe Labreuche
Bertrand DUQUEROIE
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Thales SA
Original Assignee
Thales SA
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 filed Critical Thales SA
Publication of CA2912751A1 publication Critical patent/CA2912751A1/fr
Pending legal-status Critical Current

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
    • G06N5/045—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

Landscapes

  • 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)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
CA2912751A 2013-05-17 2014-05-16 Systeme d'aide a la decision multicritere avec generation automatique d'explications, et procede correspondant Pending CA2912751A1 (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
FR1301148 2013-05-17
FR1301148A FR3005769A1 (fr) 2013-05-17 2013-05-17 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

Publications (1)

Publication Number Publication Date
CA2912751A1 true CA2912751A1 (fr) 2014-11-20

Family

ID=49474456

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2912751A Pending CA2912751A1 (fr) 2013-05-17 2014-05-16 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
US10127240B2 (en) 2014-10-17 2018-11-13 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
US11941650B2 (en) 2017-08-02 2024-03-26 Zestfinance, Inc. Explainable machine learning financial credit approval model for protected classes of borrowers
US11960981B2 (en) 2018-03-09 2024-04-16 Zestfinance, Inc. Systems and methods for providing machine learning model evaluation by using decomposition
WO2019212857A1 (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
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
US11720962B2 (en) 2020-11-24 2023-08-08 Zestfinance, Inc. Systems and methods for generating gradient-boosted models with improved fairness

Also Published As

Publication number Publication date
EP2997526A2 (de) 2016-03-23
WO2014184381A2 (fr) 2014-11-20
WO2014184381A3 (fr) 2015-02-19
FR3005769A1 (fr) 2014-11-21

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