Stratified and time-aware sampling based adaptive ensemble learning for streaming recommendations.
Yan ZhaoShoujin WangYan WangHongwei LiuPublished in: Appl. Intell. (2021)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- ensemble classifier
- data streams
- base classifiers
- random forest
- mutual subspace method
- concept drift
- unlabeled data
- multi class
- benchmark datasets
- weak learners
- streaming data
- neural network
- supervised learning
- support vector machine
- pairwise
- expert systems
- reinforcement learning
- image processing