Mitigating Concept Drift via Rejection.
Jan Philip GöpfertBarbara HammerHeiko WersingPublished in: ICANN (1) (2018)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- non stationary
- drifting concepts
- change detection
- classification algorithm
- data distribution
- target concept
- novelty detection
- incremental clustering
- data stream mining
- ensemble classifier
- evolving data streams
- batch learning
- data stream classification
- concept descriptions
- stream data
- data sets
- high quality
- neural network