Anomaly and change point detection for time series with concept drift.
Jiayi LiuDonghua YangKai-Qi ZhangHong GaoJianzhong LiPublished in: World Wide Web (WWW) (2023)
Keyphrases
- concept drift
- change point detection
- non stationary
- change point
- singular spectrum analysis
- streaming data
- data streams
- outlier detection
- drift detection
- drifting concepts
- high dimensional time series
- sequential data
- normalized maximum likelihood
- anomaly detection
- change detection
- classification algorithm
- data stream classification
- databases
- data distribution
- machine learning