Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score.
Fengzhan TianYanfeng ZhangZhihai WangHoukuan HuangPublished in: KES (3) (2007)
Keyphrases
- learning bayesian networks
- evolutionary algorithm
- scoring function
- structure learning
- statistical data
- bayesian networks
- incomplete data
- conditional independence
- bayesian network structures
- graphical models
- model selection
- bayesian network structure
- genetic algorithm
- parameter estimation
- database
- missing values
- directed acyclic graph
- missing data
- em algorithm
- text classification
- data model
- reinforcement learning
- machine learning