Online Ensemble Learning for Imbalanced Data Streams.
Boyu WangJoelle PineauPublished in: CoRR (2013)
Keyphrases
- ensemble learning
- data streams
- concept drift
- generalization ability
- streaming data
- class imbalance
- ensemble methods
- imbalanced data
- sliding window
- class distribution
- data sets
- stream data
- concept drifting
- genetic algorithm
- continuous queries
- ensemble classifier
- weak learners
- mutual subspace method
- random forest
- change detection
- unsupervised learning
- learning algorithm
- base classifiers
- data distribution
- unlabeled data
- minority class
- active learning
- pattern recognition
- neural network