Concept Drift Adaptation by Exploiting Drift Type.
Jinpeng LiHang YuZhenyu ZhangXiangfeng LuoShaorong XiePublished in: ACM Trans. Knowl. Discov. Data (2024)
Keyphrases
- concept drift
- drift detection
- data streams
- streaming data
- novelty detection
- drifting concepts
- data stream classification
- change detection
- non stationary
- incremental clustering
- classification algorithm
- stream data
- data distribution
- evolving data streams
- ensemble classifier
- data stream mining
- batch learning
- target concept
- concept descriptions
- decision trees
- high quality
- pattern recognition
- learning algorithm