A Factor Tree Inference Algorithm for Bayesian Networks and Its Application.
Wenhui LiaoWeihong ZhangQiang JiPublished in: ICTAI (2004)
Keyphrases
- bayesian networks
- learning algorithm
- worst case
- preprocessing
- clique tree
- tree structure
- dynamic programming
- binary tree
- objective function
- neural network
- inference in bayesian networks
- junction tree
- expectation maximization
- matching algorithm
- convergence rate
- probabilistic inference
- probabilistic reasoning
- graphical models
- simulated annealing
- detection algorithm
- incomplete data
- approximate inference
- minimum spanning tree
- inference mechanism
- computational complexity
- variable elimination
- search space