A survey on concept drift adaptation.
João GamaIndre ZliobaiteAlbert BifetMykola PechenizkiyAbdelhamid BouchachiaPublished in: ACM Comput. Surv. (2014)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- non stationary
- target concept
- change detection
- incremental clustering
- classification algorithm
- novelty detection
- drifting concepts
- data distribution
- evolving data streams
- stream data
- data stream mining
- data stream classification
- concept descriptions
- ensemble classifier
- remote sensing
- batch learning
- training set
- data sets