A kernel-based ensemble classifier for evolving stream of trees with double concept drifting reaction.
Valerio GrossiAlessandro SperdutiPublished in: IJCNN (2017)
Keyphrases
- mining concept drifting data streams
- ensemble classifier
- concept drifting
- stream data
- data streams
- streaming data
- decision trees
- sliding window
- concept drift
- support vector machine
- noisy data streams
- ensemble learning
- support vector
- ensemble methods
- feature selection
- base classifiers
- random forest
- continuous queries
- query processing