Discover Bayesian Networks from Incomplete Data Using a Hybrid Evolutionary Algorithm.
Man Leung WongYuan Yuan GuoPublished in: ICDM (2006)
Keyphrases
- incomplete data
- bayesian networks
- learning bayesian networks
- missing data
- missing values
- em algorithm
- incomplete data sets
- structure learning
- missing attribute values
- typical testors
- graphical models
- probability distribution
- conditional independence
- bayes classifier
- neural network
- multiple imputation
- expectation maximization
- maximum likelihood
- cross validation
- conditional probabilities
- decision trees
- database