Model-based explanations of concept drift.
Fabian HinderValerie VaquetJohannes BrinkrolfBarbara HammerPublished in: Neurocomputing (2023)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- classification algorithm
- change detection
- incremental clustering
- data stream classification
- data distribution
- evolving data streams
- ensemble classifier
- data stream mining
- concept descriptions
- target concept
- batch learning
- stream data
- support vector