Adaptive Chunk-Based Dynamic Weighted Majority for Imbalanced Data Streams With Concept Drift.
Yang LuYiu-Ming CheungYuan Yan TangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- concept drift
- data streams
- weighted majority
- streaming data
- drifting concepts
- data stream classification
- evolving data streams
- sliding window
- drift detection
- change detection
- data stream mining
- non stationary
- data distribution
- classification algorithm
- majority vote
- ensemble learning
- stream data
- stream clustering
- ensemble classifier
- dimensionality reduction
- pairwise