A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments.
Zhe YangSameer Al-DahidiPiero BaraldiEnrico ZioLorenzo MontelaticiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- detection method
- concept drift
- non stationary
- incremental learning
- batch learning
- detection algorithm
- face detection
- incremental learning algorithm
- data stream classification
- drift detection
- drifting concepts
- target concept
- novelty detection
- fuzzy artmap
- learning process
- supervised learning
- data stream mining
- region detection
- data streams
- data sets
- semi supervised
- image processing