Handling Incomplete Data Using Evolution of Imputation Methods.
Pawel ZawistowskiMaciej GrzendaPublished in: ICANNGA (2009)
Keyphrases
- incomplete data
- missing values
- imputation methods
- missing data
- multiple imputation
- learning bayesian networks
- missing data imputation
- incomplete data sets
- data imputation
- em algorithm
- bayesian networks
- irrelevant attributes
- neural network
- variational bayesian
- missing attribute values
- typical testors
- high dimensional data
- training data
- decision trees
- image processing
- machine learning
- data mining
- database