Coupling as Strategy for Reducing Concept-Drift in Never-ending Learning Environments.
Estevam R. Hruschka Jr.Maisa C. DuarteMaria C. NicolettiPublished in: Fundam. Informaticae (2013)
Keyphrases
- concept drift
- learning environment
- data streams
- streaming data
- drifting concepts
- non stationary
- drift detection
- change detection
- target concept
- incremental clustering
- evolving data streams
- data distribution
- data stream classification
- data stream mining
- batch learning
- stream data
- classification algorithm
- concept descriptions
- image analysis
- machine learning
- data mining