Online Learning: Searching for the Best Forgetting Strategy under Concept Drift.
Ghazal JaberAntoine CornuéjolsPhilippe TarrouxPublished in: ICONIP (2) (2013)
Keyphrases
- concept drift
- online learning
- data streams
- streaming data
- drifting concepts
- non stationary
- classification algorithm
- drift detection
- evolving data streams
- data stream mining
- incremental clustering
- target concept
- batch learning
- change detection
- data stream classification
- data distribution
- stream data
- concept descriptions
- e learning
- incremental learning
- data sets
- data mining
- sliding window
- data management
- active learning
- clustering algorithm
- feature selection