Efficient probabilistic reasoning in BNs with mutual exclusion and context-specific independence.
Carmel DomshlakSolomon Eyal ShimonyPublished in: Int. J. Intell. Syst. (2004)
Keyphrases
- probabilistic reasoning
- bayesian networks
- context specific independence
- probabilistic inference
- mutual exclusion
- belief networks
- conditional probability tables
- long distance
- graphical models
- probabilistic model
- exact inference
- conditional probabilities
- knowledge representation
- first order logic
- bayesian belief networks
- conditional independence
- structure learning
- naive bayes
- random variables
- machine learning
- influence diagrams
- constraint satisfaction
- junction tree
- expert knowledge
- probability distribution
- dynamic programming
- domain knowledge
- expert systems
- optimal solution
- reinforcement learning
- image segmentation