Efficient and effective Bayesian network local structure learning.
Jianjun YangYunhai TongZitian WangShaohua TanPublished in: Frontiers Comput. Sci. (2014)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- learning bayesian networks
- parameter learning
- bayesian network structure learning
- conditional independence
- structure learning algorithm
- bayesian network classifiers
- bayesian network structures
- parameter estimation
- probabilistic inference
- markov logic networks
- belief propagation
- transfer learning
- approximate inference
- markov blanket
- probability distribution
- exact inference
- naive bayes
- dynamic bayesian networks
- continuous variables
- markov networks
- probabilistic graphical models
- probabilistic reasoning
- conditional random fields
- conditional probabilities