Concept Drift Detector Selection for Hoeffding Adaptive Trees.
Moana StirlingYun Sing KohPhilippe Fournier-VigerSri Devi RavanaPublished in: Australasian Conference on Artificial Intelligence (2018)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- non stationary
- data distribution
- change detection
- classification algorithm
- decision trees
- target concept
- evolving data streams
- batch learning
- incremental clustering
- high quality
- data stream mining
- data stream classification
- nearest neighbor
- database
- similarity measure
- database systems
- ensemble classifier
- feature selection