Zobrazeno 1 - 10 of 91 pro vyhledávání: '"Christophe Labreuche"'
3
Well-formed decompositions of generalized additive independence models
Autor: Michel Grabisch, Christophe Labreuche, Mustapha Ridaoui
Publikováno v: Annals of Operations Research
Annals of Operations Research, Springer Verlag, In press
International audience; Generalized Additive Independence (GAI) models permit to represent interacting variables in decision making. A fundamental problem is that the expression of a GAI model is not unique as it has several equivalent different deco
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::926e79bc51c302ff716baca05093c922
https://doi.org/10.1007/s10479-020-03844-w
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4
Interaction indices for multichoice games
Autor: Mustapha Ridaoui, Christophe Labreuche, Michel Grabisch
Publikováno v: Fuzzy Sets and Systems
Fuzzy Sets and Systems, Elsevier, 2020, 383, ⟨10.1016/j.fss.2019.04.008⟩
International audience; Models in Multicriteria Decision Analysis (MCDA) can be analyzed by means of an importance index and an interaction index for every group of criteria. We consider first discrete models in MCDA, without further restriction, whi
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5a69eb06e5befce7a165cdfb68c7b628
https://doi.org/10.1016/j.fss.2019.04.008
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6
An approximation algorithm for random generation of capacities
Autor: Michel Grabisch, Christophe Labreuche, Peiqi Sun
Capacities on a finite set are sets functions vanishing on the empty set and being monotonic w.r.t. inclusion. Since the set of capacities is an order polytope, the problem of randomly generating capacities amounts to generating all linear extensions
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3285ac106418f172d64a8fbe9c7efd52
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9
Explanation with the Winter Value: Efficient Computation for Hierarchical Choquet Integrals
Autor: Christophe Labreuche
Publikováno v: Lecture Notes in Computer Science ISBN: 9783030867713
ECSQARU
Multi-Criteria Decision Aiding arises in many industrial applications where the user needs an explanation of the recommendation. We consider in particular an explanation taking the form of a contribution level assigned to each variable. Decision mode
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ae90af0ffa42d80929737346750fdc4a
https://doi.org/10.1007/978-3-030-86772-0_34
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10
On the Identifiability of Hierarchical Decision Models
Autor: Johanne Cohen, Eyke Hüllermeier, Michèle Sebag, Christophe Labreuche, Roman Bresson
Publikováno v: 18th International Conference on Principles of Knowledge Representation and Reasoning {KR-2021}
18th International Conference on Principles of Knowledge Representation and Reasoning, Nov 2020, Hanoii, France. pp.151-162, ⟨10.24963/kr.2021/15⟩
18th International Conference on Principles of Knowledge Representation and Reasoning (KR-2021)
18th International Conference on Principles of Knowledge Representation and Reasoning (KR-2021), Nov 2021, Online, France. pp.151-162, ⟨10.24963/kr.2021/15⟩
KR
International audience; Interpretability is a desirable property for machine learning and decision models, particularly in the context of safety-critical applications. Another most desirable property of the sought model is to be unique or {\em identi
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bf0d739149a752a694af00950e79180f
https://hal.archives-ouvertes.fr/hal-03453996
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