Tracking recurrent concept drift in streaming data using ensemble classifiers.
Sasthakumar RamamurthyRaj BhatnagarPublished in: ICMLA (2007)
Keyphrases
- concept drift
- ensemble classifier
- streaming data
- data streams
- ensemble classification
- non stationary
- ensemble learning
- evolving data streams
- data stream mining
- change detection
- drift detection
- data distribution
- classification algorithm
- stream data
- incoming data
- classifier ensemble
- machine learning
- sliding window
- data analysis
- database systems
- image processing
- data mining
- neural network