ICM Ensemble with Novel Betting Functions for Concept Drift.
Charalambos EliadesHarris PapadopoulosPublished in: CoRR (2024)
Keyphrases
- concept drift
- drifting concepts
- ensemble learning
- ensemble classifier
- ensemble classification
- data streams
- concept drifting data streams
- drift detection
- streaming data
- noisy data streams
- data distribution
- non stationary
- evolving data streams
- change detection
- classification algorithm
- data stream classification
- data stream mining
- incremental clustering
- stream data
- concept descriptions
- classifier ensemble
- batch learning
- ensemble methods
- database
- sliding window
- concept drifting
- database systems
- stream clustering
- learning algorithm