Fuzzy Bayesian Networks - A General Formalism for Representation, Inference and Learning with Hybrid Bayesian Networks.
Heping PanLin LiuPublished in: Int. J. Pattern Recognit. Artif. Intell. (2000)
Keyphrases
- bayesian networks
- context specific independence
- dynamic bayesian networks
- parameter learning
- bayesian network structure
- hidden variables
- probabilistic modeling
- probabilistic inference
- bayesian network learning
- probabilistic reasoning
- inference in bayesian networks
- learning bayesian networks
- learning bayesian networks from data
- evidential reasoning
- conditional probability tables
- structure learning
- bayesian network structures
- complex domains
- learning algorithm
- markov blanket
- special case
- bayesian network classifiers
- structured representations
- bayesian network inference
- decision theoretic
- conditional independence
- relational models
- probabilistic model
- hybrid learning
- random variables
- conditional probabilities
- credal networks
- multiply sectioned bayesian networks
- exact inference
- bayesian inference
- probability distribution
- expert systems
- markov logic networks
- bayesian belief networks
- conceptual graphs
- fuzzy rules
- naive bayes
- e learning