Explaining Concept Drift by Mean of Direction.
Fabian HinderJohannes KummertBarbara HammerPublished in: ICANN (1) (2020)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- non stationary
- target concept
- change detection
- drifting concepts
- novelty detection
- classification algorithm
- evolving data streams
- batch learning
- data distribution
- data stream mining
- data stream classification
- concept descriptions
- ensemble classifier
- stream data
- incremental clustering
- ensemble methods
- high resolution
- training set
- pattern recognition
- data sets
- database