Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm.
Man Leung WongYuan Yuan GuoPublished in: Decis. Support Syst. (2008)
Keyphrases
- learning bayesian networks
- evolutionary algorithm
- incomplete data
- databases
- statistical data
- bayesian networks
- structure learning
- database
- missing data
- conditional independence
- missing values
- em algorithm
- relational databases
- genetic algorithm
- bayesian network structures
- database systems
- statistical databases
- data integration
- graphical models
- knowledge discovery
- data model