Simplifying Bayesian Belief Nets while Preserving MPE or MPGE Ordering

YaLing Chang

The abstraction of probability inference is a process of searching for a representation in which only the desirable properties of the solutions are preserved. Simplification is one of such abstraction which reduces the size of large databases and speeds transmission and processing of probabilistic information[Sy and Sher, 94].

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