Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams.
Mohammad M. MasudJing GaoLatifur KhanJiawei HanBhavani M. ThuraisinghamPublished in: ECML/PKDD (2) (2009)
Keyphrases
- concept drifting data streams
- concept drift
- decision trees
- drift detection
- classification accuracy
- support vector
- classifier ensemble
- classification algorithm
- inductive learning algorithms
- class labels
- generalization ability
- feature extraction
- training set
- support vector machine
- text classification
- machine learning algorithms
- data sets