A justification of local conditioning in Bayesian networks.
Armelle FayJean-Yves JaffrayPublished in: Int. J. Approx. Reason. (2000)
Keyphrases
- bayesian networks
- conditional independence
- structure learning
- learning bayesian networks
- probabilistic model
- conditional probabilities
- probability distribution
- probabilistic inference
- possibility theory
- incomplete data
- inference in bayesian networks
- probabilistic reasoning
- bayesian network structure
- naive bayes
- graphical models
- bayesian network learning
- bayesian network inference
- parameter learning
- probabilistic modeling
- multiply sectioned bayesian networks
- junction tree
- bayesian network classifiers
- probability theory
- data mining
- domain knowledge
- expert knowledge
- random variables