Autonomic active learning strategy using cluster-based ensemble classifier for concept drifts in imbalanced data stream.
Bohnishikha HalderK. M. Azharul HasanToshiyuki AmagasaMd. Manjur AhmedPublished in: Expert Syst. Appl. (2023)
Keyphrases
- concept drift
- learning strategies
- ensemble classifier
- data streams
- streaming data
- ensemble classification
- data stream mining
- ensemble learning
- online learning
- active learning
- evolving data streams
- sliding window
- non stationary
- mining data streams
- change detection
- data distribution
- data stream classification
- mining concept drifting data streams
- stream data
- classification algorithm
- classifier ensemble
- concept drifting data streams
- continuous queries
- data sets
- noisy data streams