Yepeng Deng

VCOS: A Novel Synergistic Oversampling Algorithm in Binary Imbalance Classification

2019 · IEEE Access

Learning from class-imbalanced data is a challenging problem as standard classification algorithms are designed to handle balanced class distributions. Scholars solve this problem by modifying classifiers or and generating artificial data by oversampling. The former …