Concept Drift Detection Based on Typicality and Eccentricity.
Yuri Thomas P. NunesLuiz Affonso GuedesPublished in: IEEE Access (2024)
Keyphrases
- concept drift
- change detection
- data streams
- drifting concepts
- streaming data
- drift detection
- novelty detection
- data distribution
- data stream mining
- non stationary
- classification algorithm
- evolving data streams
- data stream classification
- detection algorithm
- target concept
- batch learning
- data mining
- sliding window
- concept descriptions