Grouped SMOTE With Noise Filtering Mechanism for Classifying Imbalanced Data.
Ke ChengChen ZhangHualong YuXibei YangHaitao ZouShang GaoPublished in: IEEE Access (2019)
Keyphrases
- imbalanced data
- noise filtering
- class distribution
- noise reduction
- linear regression
- feature selection
- ensemble methods
- imbalanced data sets
- denoising
- random forest
- imbalanced datasets
- class imbalance
- support vector machine
- classification models
- data cleaning
- sampling methods
- decision trees
- ensemble classifier
- minority class
- ensemble learning
- supervised learning
- data mining