Study on the classification of data streams with concept drift.
Zhenzheng OuyangYuhai GaoZipeng ZhaoTao WangPublished in: FSKD (2011)
Keyphrases
- concept drift
- data streams
- data stream classification
- classification algorithm
- streaming data
- drifting concepts
- sliding window
- data stream mining
- classification accuracy
- drift detection
- pattern recognition
- mining data streams
- data distribution
- change detection
- ensemble classifier
- concept drifting data streams
- labelled data
- stream mining
- machine learning
- stream data
- decision trees
- evolving data streams
- batch learning
- support vector machine
- feature selection
- machine learning methods
- benchmark datasets
- feature vectors