Improving Diversity in Concept Drift Ensembles.
José Luis Martínez PérezLaura Maria Palomino MariñoRoberto Souto Maior de BarrosPublished in: SSCI (2021)
Keyphrases
- concept drift
- ensemble learning
- data streams
- ensemble classifier
- drifting concepts
- classifier ensemble
- streaming data
- drift detection
- diversity measures
- classification algorithm
- non stationary
- change detection
- incremental clustering
- data stream mining
- data distribution
- decision trees
- evolving data streams
- concept descriptions
- batch learning
- data stream classification
- pattern recognition
- ensemble methods
- support vector machine
- support vector