Using diversity to handle concept drift in on-line learning.
Fernanda L. MinkuXin YaoPublished in: IJCNN (2009)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- drift detection
- non stationary
- data stream classification
- change detection
- target concept
- evolving data streams
- classification algorithm
- data distribution
- incremental clustering
- stream data
- data stream mining
- ensemble classifier
- batch learning
- concept drifting
- concept descriptions
- sliding window
- database
- data mining
- neural network
- data sets