DocumentCode
1750809
Title
Some issues on the coherence of Min-based possibilistic causal networks
Author
Ben Amor, Nahla ; Benferhat, Salem ; Mellouli, Khaled
Author_Institution
Inst Superieur de Gestion Tunis, Tunisia
Volume
1
fYear
2001
fDate
25-28 July 2001
Firstpage
604
Abstract
This paper focuses on Min-based possibilistic graphs which are natural counterparts of probabilistic causal networks. In particular, we discuss the coherence problem which concerns the nonrecovering of initial data provided by the expert. We show that the coherence problem should not be seen as a drawback, and has no influence neither on independence relations nor on propagation algorithms
Keywords
belief networks; possibility theory; Min-based possibilistic causal network coherence; data nonrecovery; independence relations; propagation algorithms; Bayesian methods; Possibility theory;
fLanguage
English
Publisher
ieee
Conference_Titel
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-7078-3
Type
conf
DOI
10.1109/NAFIPS.2001.944321
Filename
944321
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