Speeding Up Recovery from Concept Drifts.
Silas Garrido Teixeira de Carvalho SantosPaulo Mauricio Gonçalves JúniorGeyson Daniel dos Santos SilvaRoberto Souto Maior de BarrosPublished in: ECML/PKDD (3) (2014)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- incremental clustering
- concept drifting data streams
- non stationary
- classification algorithm
- data stream mining
- change detection
- mining data streams
- data stream classification
- evolving data streams
- stream data
- ensemble classification
- data distribution
- ensemble learning
- batch learning
- predictive coding
- ensemble classifier
- high dimensional datasets
- stream mining
- data sets
- sliding window
- image analysis
- data mining