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Using Choquet integral in Machine learning: What can MCDA bring?

open access: yes, 2012
International audienceIn 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 ...
Bouyssou, Denis   +4 more
core  

The Choquet integral for 2-additive bi-capacities

open access: yes, 2003
International audienceBi-capacities have been presented recently by the authors as a natural generalization of capacities (fuzzy measures). Usual con cepts as M öbius transform, Shapley value and interaction index, Choquet integral, k-additivity can be ...
Labreuche, Christophe, Grabisch, Michel
core  

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