2U an exact interval propagation algorithm for polytrees with binary variables.

This paper addresses the problem of computing posterior probabilities in a discrete Bayesian network where the conditional distributions of the model belong to convex sets. The computation on a general Bayesian network with convex sets of conditional distributions is formalized as a global optimizat...

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Foilsithe in:Artificial intelligence. 106, 1 (1998).
Príomhchruthaitheoir: Fagiuoli, Enrico
Rannpháirtithe: Zaffalon, Marco
Formáid: Alt
Teanga:English
Ábhair: