Spurious Correlations in Concept Drift: Can Explanatory Interaction Help?
Cristiana LallettiStefano TesoPublished in: CoRR (2024)
Keyphrases
- concept drift
- data streams
- non stationary
- drift detection
- change detection
- drifting concepts
- classification algorithm
- data stream classification
- streaming data
- data stream mining
- data distribution
- incremental clustering
- novelty detection
- ensemble classifier
- evolving data streams
- batch learning
- concept descriptions
- stream data
- machine learning
- decision trees
- sliding window
- face recognition
- data analysis
- pairwise
- management system