Learn-to-adapt: Concept drift adaptation for hybrid multiple streams.
En YuYiliao SongGuangquan ZhangJie LuPublished in: Neurocomputing (2022)
Keyphrases
- concept drift
- data streams
- drifting concepts
- adaptation process
- drift detection
- change detection
- non stationary
- streaming data
- evolving data streams
- target concept
- incremental clustering
- classification algorithm
- data distribution
- data stream classification
- batch learning
- data stream mining
- bayesian networks
- decision trees
- k nearest neighbor
- pattern recognition
- database
- reinforcement learning
- high quality