Semi-supervised classification on data streams with recurring concept drift and concept evolution.
Xiulin ZhengPeipei LiXuegang HuKui YuPublished in: Knowl. Based Syst. (2021)
Keyphrases
- concept drift
- data streams
- semi supervised classification
- streaming data
- data stream classification
- drifting concepts
- semi supervised
- semi supervised learning
- data stream mining
- change detection
- sliding window
- drift detection
- data distribution
- stream data
- evolving data streams
- non stationary
- stream clustering
- classification algorithm
- unlabeled data
- labeled data
- data sets
- data points
- supervised classification
- supervised learning
- image registration
- stream mining
- incoming data
- pattern recognition
- reinforcement learning
- similarity measure
- feature selection