34 citations · 42 across the 4 of their papers we have counts for
4 papers
Improving Pest Monitoring Networks in order to reduce pesticide use in agriculture
Marie-Josée Cros, Jean-Noël Aubertot, Sabrina Gaba +3
Disease and pest control largely rely on pesticides use and progress still remains to be made towards more sustainable practices. Pest Monitoring Networks (PMNs) can provide useful…
Exact and approximate inference in graphical models: variable elimination and beyond
Nathalie Peyrard, Marie-Josée Cros, Simon de Givry +5
Probabilistic graphical models offer a powerful framework to account for the dependence structure between variables, which is represented as a graph. However, the dependence betwee…
Qualitative Decision Theory with Sugeno Integrals
Didier Dubois, Henri Prade, Regis Sabbadin
This paper presents an axiomatic framework for qualitative decision under uncertainty in a finite setting. The corresponding utility is expressed by a sup-min expression, called Su…
A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments
Regis Sabbadin
In this article we propose a qualitative (ordinal) counterpart for the Partially Observable Markov Decision Processes model (POMDP) in which the uncertainty, as well as the prefere…