54 citations · 143 across the 34 of their papers we have counts for
38 papers
Minimal balanced collections and their applications to core stability and other topics of game theory
Dylan Laplace Mermoud, Michel Grabisch, Peter Sudhölter
Minimal balanced collections are a generalization of partitions of a finite set of n elements and have important applications in cooperative game theory and discrete mathematics. H…
An improvement of Random Node Generator for the uniform generation of capacities
Peiqi Sun, Michel Grabisch, Christophe Labreuche
Capacity is an important tool in decision-making under risk and uncertainty and multi-criteria decision-making. When learning a capacity-based model, it is important to be able to…
Player-centered incomplete cooperative games
Martin Cerny, Michel Grabisch
The computation of a solution concept of a cooperative game usually employs values of all coalitions. However, in some applications, the values of some of the coalitions might be u…
A -additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch
Besides accuracy, recent studies on machine learning models have been addressing the question on how the obtained results can be interpreted. Indeed, while complex machine learning…
An approximation algorithm for random generation of capacities
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 rand…
The threshold model with anticonformity under random sequential updating
Bartłomiej Nowak, Michel Grabisch, Katarzyna Sznajd-Weron
We study an asymmetric version of the threshold model with anticonformity under asynchronous update mode that mimics continuous time. We study this model on a complete graph using…