Unsupervised concept drift detection based on multi-scale slide windows.
Yifei YuanZhixiong WangWei WangPublished in: Ad Hoc Networks (2021)
Keyphrases
- concept drift
- multiscale
- novelty detection
- change detection
- data streams
- drifting concepts
- drift detection
- data stream classification
- incremental clustering
- streaming data
- batch learning
- classification algorithm
- data distribution
- non stationary
- detection algorithm
- evolving data streams
- pattern recognition
- data stream mining
- concept descriptions
- data structure
- computer vision