Incremental learning imbalanced data streams with concept drift: The dynamic updated ensemble algorithm.
Zeng LiWenchao HuangYan XiongSiqi RenTuanfei ZhuPublished in: Knowl. Based Syst. (2020)
Keyphrases
- incremental learning
- concept drift
- data streams
- drift detection
- learning algorithm
- batch learning
- classification algorithm
- data stream classification
- data sets
- high speed data streams
- incremental learning algorithm
- ensemble learning
- concept drifting data streams
- ensemble classifier
- streaming data
- change detection
- learning process
- pairwise
- data analysis
- reinforcement learning
- machine learning