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hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorBouyssou, Denis
HAL ID: 182535
ORCID: 0000-0003-3487-8498
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorCouceiro, Miguel
HAL ID: 1498
hal.structure.identifier
dc.contributor.authorLabreuche, Christophe
hal.structure.identifier
dc.contributor.authorMarichal, Jean-Luc
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorMayag, Brice
HAL ID: 734803
dc.date.accessioned2020-06-08T14:44:21Z
dc.date.available2020-06-08T14:44:21Z
dc.date.issued2012
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/20849
dc.language.isoenen
dc.subjectMultiple criteria decision makingen
dc.subjectChoqueten
dc.subjectThéorie deen
dc.subjectMachine learningen
dc.subject.ddc003en
dc.titleUsing Choquet integral in Machine learning: What can MCDA bring?en
dc.typeCommunication / Conférence
dc.description.abstractenIn this paper we discuss the Choquet integral model in the realm of Preference Learning, and point out advantages of learning simultaneously partial utility functions and capacities rather than sequentially, i.e., first utility functions and then capacities or vice-versa. Moreover, we present possible interpretation s of the Choquet integral model in Preference Learning based on Shapley values and interaction indices.en
dc.subject.ddclabelRecherche opérationnelleen
dc.relation.conftitleDA2PL' 2012 - from Multiple Criteria Decision Aid to Preference Learningen
dc.relation.confdate2012-11
dc.relation.confcityMonsen
dc.relation.confcountryBelgiumen
dc.relation.forthcomingnonen
dc.description.ssrncandidatenonen
dc.description.halcandidatenonen
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2020-06-08T14:37:13Z
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