Abstract: To address issues such as noise, intra-class and inter- class imbalance, and data redundancy in existing methods for handling imbalanced datasets, we ...

Abstract: Class imbalance is one of the key factors affecting the performance of classifiers. SMOTE, as a widely used oversampling method, generates new samples through linear interpolation but does ...