Concept drift and how to identify it.
Shenghui WangStefan SchlobachMichel C. A. KleinPublished in: J. Web Semant. (2011)
Keyphrases
- concept drift
- data streams
- drift detection
- drifting concepts
- non stationary
- streaming data
- target concept
- change detection
- data distribution
- incremental clustering
- stream data
- data stream classification
- classification algorithm
- data stream mining
- evolving data streams
- concept descriptions
- inductive learning
- batch learning
- image analysis