An overview and comprehensive comparison of ensembles for concept drift.
Roberto Souto Maior de BarrosSilas Garrido Teixeira de Carvalho SantosPublished in: Inf. Fusion (2019)
Keyphrases
- concept drift
- ensemble learning
- data streams
- drifting concepts
- ensemble classifier
- drift detection
- non stationary
- streaming data
- batch learning
- data stream classification
- change detection
- incremental clustering
- ensemble methods
- data stream mining
- classification algorithm
- evolving data streams
- data sets
- neural network
- data distribution
- concept descriptions
- management system
- sliding window