Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning.
Pingfan WangWai Lok WooNanlin JinDuncan DaviesPublished in: IVSP (2022)
Keyphrases
- incremental learning
- concept drift
- batch learning
- data stream classification
- change detection
- data streams
- ensemble classifier
- streaming data
- prediction accuracy
- incremental learning algorithm
- non stationary
- drifting concepts
- fuzzy artmap
- semi supervised
- data stream mining
- evolving data streams
- data distribution
- supervised learning
- batch mode
- classification algorithm
- concept drifting
- database management systems
- classifier ensemble
- stream data
- small number
- database systems
- e learning