An efficient Bayesian network structure learning algorithm using the strategy of two-stage searches.
Huiping GuoHongru LiPublished in: Intell. Data Anal. (2020)
Keyphrases
- bayesian network structure
- learning algorithm
- bayesian networks
- learning bayesian networks
- bayesian network structures
- directed acyclic graph
- conditional independence
- search space
- active learning
- network structure
- reinforcement learning
- supervised learning
- conditional probabilities
- training data
- machine learning algorithms
- statistical data
- random variables
- scoring function
- equivalence classes
- search engine
- data mining