Binary Probability Trees for Bayesian Networks Inference.
Andrés CanoManuel Gómez-OlmedoSerafín MoralPublished in: ECSQARU (2009)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- posterior probability
- probabilistic inference
- inference in bayesian networks
- probabilistic reasoning
- bayesian network inference
- exact inference
- conditional independence
- structure learning
- binary tree
- parameter learning
- multiply sectioned bayesian networks
- binary trees
- graphical models
- belief networks
- clique tree
- learning bayesian networks
- bayesian model
- decision trees
- tree representation
- dynamic bayesian networks
- expert knowledge
- credal networks
- probabilistic modeling
- random variables
- conditional probability distributions
- variable elimination
- approximate inference
- hamming distance
- naive bayes
- tree nodes
- probabilistic model
- hidden variables
- incomplete data
- inference mechanism
- junction tree
- bayesian belief networks
- tree structure