Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift.
Yang LuYiu-ming CheungYuan Yan TangPublished in: IJCAI (2017)
Keyphrases
- incremental learning
- concept drift
- data streams
- data stream classification
- batch learning
- weighted majority
- streaming data
- change detection
- drifting concepts
- data stream mining
- non stationary
- data distribution
- classification algorithm
- evolving data streams
- supervised learning
- learning process
- majority vote
- stream clustering
- ensemble classifier
- ensemble learning
- input data
- training data
- semi supervised
- feature selection
- machine learning