Statistical Drift Detection Ensemble for batch processing of data streams.
Joanna KomorniczakPawel ZyblewskiPawel KsieniewiczPublished in: Knowl. Based Syst. (2022)
Keyphrases
- drift detection
- concept drifting data streams
- batch processing
- concept drift
- data streams
- drifting concepts
- streaming data
- concept drifting
- stream data
- sliding window
- mining concept drifting data streams
- data distribution
- data stream mining
- change detection
- classifier ensemble
- classification algorithm
- continuous queries
- stream mining
- case based reasoning
- semi supervised
- neural network
- ensemble methods
- supervised learning
- nearest neighbor
- feature selection