Localization of Concept Drift: Identifying the Drifting Datapoints.
Fabian HinderValerie VaquetJohannes BrinkrolfAndré ArteltBarbara HammerPublished in: IJCNN (2022)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- non stationary
- change detection
- incremental clustering
- classification algorithm
- data distribution
- evolving data streams
- concept descriptions
- ensemble classifier
- target concept
- data stream mining
- data stream classification
- batch learning
- sliding window
- stream data
- management system
- dimensionality reduction
- database systems
- machine learning