Contextual Weak Independence in Bayesian Networks.
S. K. Michael WongCory J. ButzPublished in: UAI (1999)
Keyphrases
- bayesian networks
- conditional independence
- context specific independence
- observable variables
- conditional probability tables
- contextual information
- probabilistic inference
- probability distribution
- learning bayesian networks
- structure learning
- graphical models
- incomplete data
- conditional independence tests
- conditional independencies
- conditional probabilities
- probabilistic model
- probabilistic reasoning
- bayesian network inference
- bayesian belief networks
- naive bayes
- independence assumption
- expert knowledge
- bayesian network classifiers
- random variables
- markov networks
- context sensitive
- complex domains
- database
- probabilistic knowledge
- bayesian network structure
- domain knowledge
- expert systems
- high level
- machine learning
- neural network