Fuzzy time windowing for gradual concept drift adaptation.
Anjin LiuGuangquan ZhangJie LuPublished in: FUZZ-IEEE (2017)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- data stream classification
- change detection
- evolving data streams
- non stationary
- target concept
- incremental clustering
- stream data
- data distribution
- batch learning
- data stream mining
- ensemble classifier
- classification algorithm
- concept descriptions
- image processing
- database
- ensemble methods
- high quality