Task-Sensitive Concept Drift Detector with Constraint Embedding.
Andrea CastellaniSebastian SchmittBarbara HammerPublished in: CoRR (2021)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- change detection
- incremental clustering
- non stationary
- data distribution
- classification algorithm
- concept descriptions
- evolving data streams
- data stream mining
- target concept
- batch learning
- sliding window
- vector space
- data stream classification
- machine learning
- small number
- high resolution
- high dimensional
- pattern recognition