A factor graph inference algorithm for diagnostic Bayesian networks.
Yuxiao HuangHaiyang JiaYungang ZhuDayou LiuPublished in: ICNC (2011)
Keyphrases
- bayesian networks
- factor graphs
- learning algorithm
- dynamic programming
- np hard
- probabilistic model
- message passing
- worst case
- similarity measure
- expectation maximization
- graphical models
- energy function
- matching algorithm
- belief propagation
- probability distribution
- probabilistic inference
- optimal solution
- multiply sectioned bayesian networks