A clique tree algorithm exploiting context specific independence

Context specific independence can provide compact representation of the conditional probabilities in Bayesian networks when some variables are only relevant in specific contexts. We present eve-tree, an algorithm that exploits context specific independence in clique tree propagation. This algorit...

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Bibliographic Details
Main Author: Tung, Leslie
Language:English
Published: 2009
Online Access:http://hdl.handle.net/2429/13264