EOCD: An ensemble optimization approach for concept drift applications.
Antonino Feitosa NetoAnne M. P. CanutoPublished in: Inf. Sci. (2021)
Keyphrases
- concept drift
- drifting concepts
- ensemble learning
- ensemble classifier
- data streams
- concept drifting data streams
- streaming data
- drift detection
- ensemble classification
- noisy data streams
- non stationary
- data distribution
- incremental clustering
- classification algorithm
- data stream classification
- concept drifting
- data stream mining
- batch learning
- change detection
- evolving data streams
- training set
- similarity measure
- random forest
- ensemble methods
- multi dimensional