Efficient Probabilistic Reasoning in Bayes Nets with Mutual Exclusion and Context Specific Independence.
Carmel DomshlakSolomon Eyal ShimonyPublished in: FLAIRS Conference (2003)
Keyphrases
- probabilistic reasoning
- bayes nets
- probabilistic inference
- reasoning under uncertainty
- bayesian networks
- mutual exclusion
- first order logic
- graphical models
- probabilistic logic
- belief networks
- knowledge representation
- constraint satisfaction
- conditional probabilities
- logic programming
- message passing
- machine learning
- influence diagrams
- belief propagation
- bayesian belief networks
- markov logic networks
- probability distribution
- pairwise
- decision making