SGBGAN: minority class image generation for class-imbalanced datasets.
Qian WanWenhui GuoYanjiang WangPublished in: Mach. Vis. Appl. (2024)
Keyphrases
- imbalanced datasets
- minority class
- majority class
- class imbalance
- class distribution
- cost sensitive learning
- imbalanced data
- ensemble methods
- nearest neighbour
- classification error
- sampling methods
- decision boundary
- decision trees
- training dataset
- cost sensitive
- feature selection algorithms
- ensemble learning
- imbalanced class distribution
- training set
- support vector machine
- active learning
- support vector
- data sets
- random sampling
- original data