## A factor graph inference algorithm for diagnostic Bayesian networks

- Yuxiao Huang, Haiyang Jia, Yungang Zhu, Dayou Liu
- 2011 Seventh International Conference on Natural…
- 2011

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@article{Liao2004AFT, title={A factor tree inference algorithm for Bayesian networks and its applications}, author={Wenhui Liao and Weihong Zhang and Qiang Ji}, journal={16th IEEE International Conference on Tools with Artificial Intelligence}, year={2004}, pages={652-656} }

- Published 2004 in 16th IEEE International Conference on Tools with…
DOI:10.1109/ICTAI.2004.9

In a Bayesian network, a probabilistic inference is the procedure of computing the posterior probability of query variables given a collection of evidences. In This work, we propose an algorithm that efficiently carries out the inferences whose query variables and evidence variables are restricted to a subset of the set of the variables in a BN. The algorithm successfully combines the advantages of two popular inference algorithms - variable elimination and clique tree propagation. We… CONTINUE READING