What Is Concept Drift and How to Measure It?
Shenghui WangStefan SchlobachMichel C. A. KleinPublished in: EKAW (2010)
Keyphrases
- concept drift
- streaming data
- data streams
- drift detection
- non stationary
- incremental clustering
- drifting concepts
- novelty detection
- classification algorithm
- target concept
- data stream classification
- data distribution
- stream data
- data stream mining
- change detection
- evolving data streams
- similarity measure
- ensemble classifier
- batch learning
- image analysis
- pairwise
- high quality
- image processing
- learning algorithm
- data mining