Time-aware Concept Drift Detection Using the Earth Mover's Distance.
Tobias BrockhoffMerih Seran UysalWil M. P. van der AalstPublished in: ICPM (2020)
Keyphrases
- concept drift
- change detection
- data streams
- novelty detection
- streaming data
- drifting concepts
- incremental clustering
- data stream classification
- non stationary
- batch learning
- drift detection
- data stream mining
- evolving data streams
- classification algorithm
- data distribution
- target concept
- concept descriptions
- detection algorithm
- anomaly detection
- image registration
- data mining
- data sets