Uncertainty measures for evidential reasoning II: A new measure of total uncertainty

Authors:
Nikhil R. Pal;James C. Bezdek;Rohan Hemasinha
Affiliations:
-;-;-
Venue:
International Journal of Approximate Reasoning
Year:
1993

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Abstract

Finding the l Most Probable Explanations (MPE) of a given evidence, S"e, in a Bayesian belief network can be formulated as identifying and ordering a set of composite hypotheses, H"is, of which the posterior probabilities are the l largest; ie, Pr(H"1|S"e) ...