38 citations · 91 across the 10 of their papers we have counts for
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cs.AI2012★ 3 cited
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.…
cs.AI2012★ 18 cited
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…