Detecting Concept Drift with Support Vector Machines.
Ralf KlinkenbergThorsten JoachimsPublished in: ICML (2000)
Keyphrases
- concept drift
- data streams
- streaming data
- non stationary
- drift detection
- drifting concepts
- change detection
- data stream classification
- data stream mining
- batch learning
- target concept
- stream data
- incremental clustering
- classification algorithm
- data distribution
- evolving data streams
- ensemble classifier
- classifier ensemble
- k nearest neighbor
- database