An efficient Bayesian network structure learning algorithm based on structural information.
Wei FangWeijian ZhangLi MaYunlin WuKefei YanHengyang LuJun SunXiaojun WuBo YuanPublished in: Swarm Evol. Comput. (2023)
Keyphrases
- structural information
- bayesian network structure
- learning algorithm
- bayesian networks
- learning bayesian networks
- bayesian network structures
- conditional independence
- structural similarity
- directed acyclic graph
- search space
- machine learning algorithms
- training data
- probability distribution
- supervised learning
- network structure
- conditional probabilities
- database
- reinforcement learning
- statistical data
- scoring function
- semantic information
- domain knowledge
- variable selection
- random variables
- maximum likelihood
- equivalence classes
- decision trees
- metadata
- relational databases