A partial correlation-based Bayesian network structure learning algorithm under linear SEM.
Jing YangLian LiAiguo WangPublished in: Knowl. Based Syst. (2011)
Keyphrases
- structure learning algorithm
- bayesian networks
- structure learning
- conditional independence
- graphical models
- probabilistic classifiers
- continuous domains
- markov blanket
- random variables
- naive bayes
- parameter learning
- probabilistic inference
- probabilistic model
- conditional probabilities
- continuous variables
- incomplete data
- genetic programming
- probability distribution
- approximate inference
- reinforcement learning
- posterior probability
- parameter estimation
- bayesian network classifiers
- training data