Highly Influenced

@inproceedings{Wong2001OnUR, title={On Undirected Representations of Bayesian Networks}, author={S. K. Michael Wong and Cory J. Butz and Dan Wu}, year={2001} }

- Published 2001

Empirical studies clearly demonstrate the effectiveness of the nested jointree (NJT) representation in probabilistic inference. A NJT is a traditional Markov network (MN) together with a possible local MN nested in each clique. These nested MNs can themselves contain other nested MNs in a recursive manner. However, the NJT representation is not necessarily a faithful representation of a given Bayesian network (BN). This means that the effectiveness of a NJT has been demonstrated while onlyâ€¦Â CONTINUE READING

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