One or Two Things We know about Concept Drift - A Survey on Monitoring Evolving Environments.
Fabian HinderValerie VaquetBarbara HammerPublished in: CoRR (2023)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- incremental clustering
- non stationary
- drift detection
- classification algorithm
- change detection
- target concept
- data distribution
- data stream classification
- batch learning
- stream data
- evolving data streams
- data stream mining
- concept descriptions
- image processing
- neural network
- small number
- sliding window
- benchmark datasets