Recurring and Novel Class Detection in Concept-Drifting Data Streams Using Class-Based Ensemble.
Mohammad Raihanul IslamPublished in: PAKDD (2) (2014)
Keyphrases
- concept drifting data streams
- concept drift
- drift detection
- data stream classification
- classifier ensemble
- data streams
- streaming data
- ensemble learning
- decision trees
- ensemble classifier
- change detection
- non stationary
- ensemble methods
- ensemble classification
- classification algorithm
- inductive learning algorithms
- concept drifting
- noisy data
- data stream mining
- noisy data streams