DocumentCode
2168902
Title
Propagating multi-observations in directed belief networks
Author
Khalfallah, Fédia ; Yaghlane, Boutheina Ben ; Mellouli, Khaled
Author_Institution
LAROID, Inst. Superieur de Gestion de Tunis, Tunisia
Volume
3
fYear
1998
fDate
11-14 Oct 1998
Firstpage
2472
Abstract
Deals with the task of propagating new evidence through belief networks. An important feature of these graphical networks is that they implicitly define conditional independence relationships among the variables. The proposed algorithm permits us to directly use conditional belief functions in evidential reasoning systems and allows the propagation of several observations occurring at the same time
Keywords
belief networks; case-based reasoning; conditional belief functions; conditional independence relationships; directed belief networks; evidence propagation; evidential reasoning systems; multi-observations propagation; Bayesian methods; Computer networks; Intelligent networks; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.725028
Filename
725028
Link To Document