Unsupervised Online Concept Drift Detection Based on Divergence and EWMA.
Qilin FanChunyan LiuYunlong ZhaoYang LiPublished in: APWeb/WAIM (1) (2022)
Keyphrases
- concept drift
- novelty detection
- change detection
- data streams
- streaming data
- drift detection
- non stationary
- drifting concepts
- stream clustering
- incremental clustering
- evolving data streams
- data stream mining
- remote sensing
- data distribution
- data stream classification
- computer vision
- batch learning
- multi dimensional
- control charts
- data management
- nearest neighbor
- classification algorithm
- anomaly detection
- unsupervised learning