Feature-based analyses of concept drift.
Fabian HinderValerie VaquetBarbara HammerPublished in: Neurocomputing (2024)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- non stationary
- change detection
- drift detection
- target concept
- incremental clustering
- classification algorithm
- evolving data streams
- data distribution
- novelty detection
- data stream classification
- stream data
- data stream mining
- concept descriptions
- batch learning
- ensemble classifier
- sliding window
- pattern recognition
- image segmentation