Learning Bayesian Network Equivalence Classes from Incomplete Data.
Hanen BorchaniNahla Ben AmorKhaled MellouliPublished in: Discovery Science (2006)
Keyphrases
- incomplete data
- learning bayesian networks
- bayesian network structures
- bayesian networks
- equivalence classes
- hidden variables
- missing values
- incomplete data sets
- graphical models
- active learning
- em algorithm
- missing data
- markov blanket
- nearest neighbor
- conditional independence
- decision trees
- image processing
- machine learning
- multiple imputation
- data sets