Generating Graphical Chain by Mutual Matching of Bayesian Network and Extracted Rules of Bayesian Network Using Genetic Algorithm.
Mostafa SepahvandGhasem AlikhajehMeysam GhaffariAbdolreza MirzaeiPublished in: CoRR (2014)
Keyphrases
- bayesian networks
- genetic algorithm
- learning bayesian networks
- graphical models
- structure learning
- incomplete data
- conditional probabilities
- bayesian network inference
- structural learning
- probabilistic inference
- multi objective
- inference in bayesian networks
- chain graphs
- matching algorithm
- expert knowledge
- bayesian network structure
- uncertain knowledge
- probabilistic reasoning
- probabilistic model
- naive bayes
- probabilistic networks
- causal relationships
- approximate inference
- maximum likelihood
- evolutionary algorithm
- structure learning algorithm
- artificial neural networks
- diagnostic reasoning
- markov blanket
- parameter learning
- dynamic bayesian networks
- conditional independence
- influence diagrams
- matching process
- probability distribution
- graph matching