Dynamic weighted selective ensemble learning algorithm for imbalanced data streams.
Yan ZhangHongle DuGang KeZhang LinYeh-Cheng ChenPublished in: J. Supercomput. (2022)
Keyphrases
- learning algorithm
- data streams
- mining concept drifting data streams
- drifting concepts
- training data
- learning process
- ensemble methods
- active learning
- data sets
- reinforcement learning
- sliding window
- back propagation
- prediction accuracy
- dynamic environments
- sensor networks
- non stationary
- unlabeled data
- learning tasks
- itemsets
- random forest
- generalization ability
- ensemble learning
- classifier ensemble
- majority voting
- association rules