Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications.
Rong ZhuAndreas PfadlerZiniu WuYuxing HanXiaoke YangFeng YeZhenping QianJingren ZhouBin CuiPublished in: ICDE (2021)
Keyphrases
- structure learning
- bayesian networks
- structure learning algorithm
- markov blanket
- graphical models
- conditional independence
- parameter learning
- learning bayesian networks
- conditional independence tests
- markov networks
- learning algorithm
- probabilistic inference
- machine learning algorithms
- text classification
- undirected graphical models
- information extraction
- incomplete data
- posterior probability
- bayesian network classifiers