A Conformal Martingales Ensemble Approach for addressing Concept Drift.
Charalambos EliadesHarris PapadopoulosPublished in: COPA (2023)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- non stationary
- classification algorithm
- drift detection
- data distribution
- target concept
- data stream classification
- incremental clustering
- evolving data streams
- change detection
- data stream mining
- database
- batch learning
- probability theory
- stream data
- pattern recognition
- decision trees