Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering.
Xiaolong QiYinghuan ShiHao WangYang GaoPublished in: IDEAL (2016)
Keyphrases
- variable ordering
- bayesian network structure
- learning algorithm
- bayesian networks
- bayesian network structures
- learning bayesian networks
- branch and bound algorithm
- search space
- conditional independence
- directed acyclic graph
- branch and bound
- machine learning
- training data
- conditional probabilities
- incomplete data
- scoring function
- max sat
- propositional satisfiability
- domain independent
- binary decision diagrams
- markov blanket
- propositional logic
- optimal solution
- training examples
- probabilistic model