Learning Bayesian network structure using Markov blanket decomposition.
Anh Tuan BuiChi-Hyuck JunPublished in: Pattern Recognit. Lett. (2012)
Keyphrases
- markov blanket
- bayesian networks
- structure learning
- variable selection
- bayesian network classifiers
- causal discovery
- approximate inference
- conditional independence
- probabilistic graphical models
- feature selection
- graphical models
- causal models
- cross validation
- data sets
- discovery process
- maximum likelihood
- causal graph
- active learning