Online ensemble learning algorithm for imbalanced data stream.
Hongle DuYan ZhangKe GangLin ZhangYeh-Cheng ChenPublished in: Appl. Soft Comput. (2021)
Keyphrases
- learning algorithm
- data streams
- sliding window
- online algorithms
- training data
- online learning
- streaming data
- imbalanced data
- generalization ability
- change detection
- learning scheme
- machine learning algorithms
- active learning
- machine learning
- ensemble learning
- batch mode
- data sets
- mining concept drifting data streams
- outlier detection
- concept drift
- learning process
- reinforcement learning
- transactional data
- drifting concepts
- neural network
- learning problems
- learning tasks
- data distribution
- training examples
- data stream mining
- incoming data