Structure-Learning of Causal Bayesian Networks Based on adjacent Nodes.
Xia LiuYoulong YangMingmin ZhuPublished in: Int. J. Artif. Intell. Tools (2013)
Keyphrases
- structure learning
- bayesian networks
- causal bayesian networks
- network structure
- graphical models
- parameter learning
- conditional independence
- bayesian network classifiers
- parameter estimation
- directed graph
- markov networks
- markov blanket
- transfer learning
- random variables
- probabilistic inference
- markov random field
- causal networks
- data sets
- probabilistic model
- probabilistic graphical models
- active learning
- approximate inference
- belief propagation