Complexity of probabilistic inference in belief nets--an experimental study

There are three families of exact methods used for probabilistic inference in belief nets. It is necessary to compare them and analyze the advantages and the disadvantages of each algorithm, and know the time cost of making inferences in a given belief network. This paper discusses the factors that...

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Bibliographic Details
Main Author: Li, Zhaoyu
Other Authors: D'Ambrosio, Bruce D.
Language:en_US
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1957/37963