Concept drift detection and accelerated convergence of online learning.
Husheng GuoHai LiNi SunQiaoyan RenAijuan ZhangWenjian WangPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- concept drift
- online learning
- change detection
- data streams
- streaming data
- drifting concepts
- drift detection
- novelty detection
- non stationary
- incremental clustering
- batch learning
- e learning
- classification algorithm
- data stream classification
- detection algorithm
- data distribution
- anomaly detection
- active learning
- data stream mining
- evolving data streams
- data sets
- high quality
- feature extraction
- database systems