Active Fuzzy Weighting Ensemble for Dealing with Concept Drift.
Fan DongJie LuGuangquan ZhangKan LiPublished in: Int. J. Comput. Intell. Syst. (2018)
Keyphrases
- concept drift
- drifting concepts
- ensemble learning
- ensemble classifier
- data streams
- concept drifting data streams
- ensemble classification
- drift detection
- streaming data
- noisy data streams
- non stationary
- change detection
- ensemble methods
- incremental clustering
- classification algorithm
- data distribution
- concept drifting
- evolving data streams
- data stream classification
- neural network
- data stream mining
- stream data
- batch learning
- classifier ensemble
- data structure
- data sets
- random forests
- remote sensing
- active learning
- similarity measure