An automatic construction and organization strategy for ensemble learning on data streams.
Yi ZhangXiaoming JinPublished in: SIGMOD Rec. (2006)
Keyphrases
- automatic construction
- ensemble learning
- data streams
- concept drift
- generalization ability
- sliding window
- ensemble methods
- streaming data
- weak learners
- random forest
- ensemble classifier
- data sets
- data distribution
- change detection
- base classifiers
- mutual subspace method
- text classification
- neural network
- non stationary
- concept drifting