Characterizing concept drift.
Geoffrey I. WebbRoy HydeHong CaoHai-Long NguyenFrançois PetitjeanPublished in: Data Min. Knowl. Discov. (2016)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- change detection
- incremental clustering
- target concept
- classification algorithm
- data distribution
- novelty detection
- data stream classification
- evolving data streams
- batch learning
- stream data
- data stream mining
- image processing
- ensemble classifier
- neural network
- concept descriptions
- data points
- feature space
- text classification
- supervised learning
- management system