Characterizing Concept Drift.
Geoffrey I. WebbRoy HydeHong CaoHai-Long NguyenFrançois PetitjeanPublished in: CoRR (2015)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- non stationary
- change detection
- drift detection
- classification algorithm
- novelty detection
- data distribution
- evolving data streams
- data stream classification
- batch learning
- data stream mining
- incremental clustering
- stream data
- concept descriptions
- ensemble classifier
- target concept
- neural network
- sliding window
- pattern recognition