Utilizing Concept Drift for Pervasive Supervision.
Matthias BaumgartenKieran GreerMaurice D. MulvennaKevin CurranChris D. NugentPublished in: Software Engineering Research and Practice (2008)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- classification algorithm
- change detection
- data distribution
- target concept
- data stream mining
- incremental clustering
- data stream classification
- batch learning
- novelty detection
- stream data
- ensemble classifier
- evolving data streams
- concept descriptions
- database
- small number
- high dimensional
- pattern recognition