DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation.
Wendi LiXiao YangWeiqing LiuYingce XiaJiang BianPublished in: CoRR (2022)
Keyphrases
- data distribution
- concept drift
- data streams
- streaming data
- evolving data streams
- data stream classification
- drifting concepts
- drift detection
- data stream mining
- index structure
- class imbalance
- class distribution
- batch learning
- high dimensional data
- data points
- pattern recognition
- databases
- data skew
- change detection
- data management
- active learning
- machine learning
- neural network