Towards Online Concept Drift Detection with Feature Selection for Data Stream Classification.
Mahmood HammoodiFrederic T. StahlMark TennantPublished in: ECAI (2016)
Keyphrases
- concept drift
- drift detection
- data stream classification
- feature selection
- data streams
- streaming data
- non stationary
- feature extraction
- change detection
- text classification
- data distribution
- machine learning
- support vector
- classification algorithm
- text categorization
- dimensionality reduction
- feature set
- small number
- stream data
- support vector machine
- feature space