OEC: an online ensemble classifier for mining data streams with noisy labels.
Ling JianKai ShaoYing LiuJundong LiXijun LiangPublished in: Data Min. Knowl. Discov. (2024)
Keyphrases
- ensemble classifier
- mining data streams
- concept drift
- data streams
- ensemble learning
- streaming data
- training data
- classification algorithm
- decision trees
- concept drifting
- stream data
- ensemble methods
- random forest
- base classifiers
- non stationary
- preprocessing step
- multi label
- linear combination
- active learning
- image processing