Contextual Weak Independence in Bayesian Networks
S. K. Michael WongCory J. ButzPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- conditional independence
- context specific independence
- contextual information
- observable variables
- conditional probability tables
- structure learning
- learning bayesian networks
- probabilistic reasoning
- bayesian network structure
- probabilistic inference
- probability distribution
- incomplete data
- probabilistic model
- conditional probabilities
- random variables
- inference in bayesian networks
- naive bayes
- bayesian network classifiers
- expert knowledge
- conditional independencies
- graphical models
- hidden variables
- context dependent
- bayesian network learning
- neural network
- bayesian belief networks
- junction tree
- complex domains
- diagnostic reasoning
- parameter estimation
- belief networks
- domain knowledge