References of "Mayag, Brice"
     in
Bookmark and Share    
Full Text
Peer Reviewed
See detailUsing Choquet integral in Machine Learning: what can MCDA bring?
Bouyssou, Denis; Couceiro, Miguel; Labreuche, Christophe et al

in DA2PL' 2012 - from Multiple Criteria Decision Aid to Preference Learning (2012)

In 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 ... [more ▼]

In 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 interpretations of the Choquet integral model in Preference Learning based on Shapley values and interaction indices. [less ▲]

Detailed reference viewed: 210 (1 UL)