Concept Drift Detection from Multi-Class Imbalanced Data Streams.
Lukasz KoryckiBartosz KrawczykPublished in: CoRR (2021)
Keyphrases
- concept drift
- data streams
- class imbalance
- change detection
- class imbalanced
- streaming data
- drifting concepts
- instance selection
- drift detection
- evolving data streams
- data stream classification
- sliding window
- data distribution
- data stream mining
- stream data
- non stationary
- ensemble classifier
- class distribution
- classification algorithm
- neural network
- data sets
- data mining
- decision trees
- feature selection
- k nearest neighbor
- image processing