Relevance-Based Incremental Belief Updating in Bayesian Networks.
Yan LinMarek J. DruzdzelPublished in: Int. J. Pattern Recognit. Artif. Intell. (1999)
Keyphrases
- belief updating
- bayesian networks
- bayesian belief networks
- junction tree
- bayes networks
- structure learning
- graphical models
- probabilistic model
- belief revision
- incremental learning
- conditional independence
- posterior probability
- probabilistic inference
- markov networks
- hidden variables
- conditional probabilities
- probability distribution
- random variables
- incomplete data
- constraint propagation
- special case
- approximate inference
- np complete
- parameter learning
- maximum likelihood
- supervised learning
- neural network