38 citations · 119 across the 12 of their papers we have counts for
4 papers · 1 filter
Bipolar Possibilistic Representations
Salem Benferhat, Didier Dubois, Souhila Kaci +1
Recently, it has been emphasized that the possibility theory framework allows us to distinguish between i) what is possible because it is not ruled out by the available knowledge,…
A possibilistic handling of partially ordered information
Salem Benferhat, Sylvain Lagrue, Odile Papini
In a standard possibilistic logic, prioritized information are encoded by means of weighted knowledge base. This paper proposes an extension of possibilistic logic for dealing with…
Loopy Belief Propagation in Bayesian Networks : origin and possibilistic perspectives
Amen Ajroud, Mohamed Nazih Omri, Habib Youssef +1
In this paper we present a synthesis of the work performed on two inference algorithms: the Pearl's belief propagation (BP) algorithm applied to Bayesian networks without loops (i.…
Compiling Possibilistic Networks: Alternative Approaches to Possibilistic Inference
Raouia Ayachi, Nahla Ben Amor, Salem Benferhat +1
Qualitative possibilistic networks, also known as min-based possibilistic networks, are important tools for handling uncertain information in the possibility theory frame- work. De…