A G-Means Update Ensemble Learning Approach for the Imbalanced Data Stream with Concept Drifts.
Sin-Kai WangBi-Ru DaiPublished in: DaWaK (2016)
Keyphrases
- concept drift
- ensemble learning
- data streams
- streaming data
- ensemble classifier
- data stream mining
- stream data
- data stream classification
- change detection
- evolving data streams
- non stationary
- sliding window
- classification algorithm
- data distribution
- mining data streams
- neural network
- continuous queries
- ensemble methods
- principal component analysis
- closed frequent itemsets
- concept drifting
- data sets