A large-scale comparison of concept drift detectors.
Roberto Souto Maior de BarrosSilas Garrido Teixeira de Carvalho SantosPublished in: Inf. Sci. (2018)
Keyphrases
- stream mining
- concept drift
- data streams
- data stream mining
- streaming data
- evolving data streams
- change detection
- drift detection
- incremental clustering
- drifting concepts
- data distribution
- non stationary
- data stream classification
- classification algorithm
- target concept
- nearest neighbor
- concept descriptions
- multi dimensional
- batch learning
- data sets