Task-Sensitive Concept Drift Detector with Constraint Embedding.
Andrea CastellaniSebastian SchmittBarbara HammerPublished in: SSCI (2021)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- classification algorithm
- incremental clustering
- data stream classification
- data stream mining
- target concept
- data distribution
- change detection
- vector space
- evolving data streams
- batch learning
- concept descriptions
- computer vision
- neural network
- ensemble methods
- database
- management system
- active learning
- reinforcement learning
- data mining