Flexible decision tree for data stream classification in the presence of concept change, noise and missing values.
Sattar HashemiYing YangPublished in: Data Min. Knowl. Discov. (2009)
Keyphrases
- missing values
- data stream classification
- missing data
- decision trees
- incomplete data
- data imputation
- missing attribute values
- data streams
- concept drift
- high dimensional data
- incremental learning
- data stream mining
- missing data imputation
- low rank
- logistic regression
- missing information
- training set
- learning process