BO-SMOTE: A Novel Bayesian-Optimization-Based Synthetic Minority Oversampling Technique.
Shen YanZiyan ZhaoShixin LiuMengchu ZhouPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2024)
Keyphrases
- minority class
- class imbalance
- class distribution
- class imbalanced
- majority class
- efficient optimization
- optimization problems
- global optimization
- optimization process
- real world
- optimization algorithm
- active learning
- training data
- feature selection
- imbalanced data sets
- training examples
- maximum likelihood
- cost sensitive learning
- bayesian networks
- imbalanced datasets
- genetic algorithm