Chuan-Sheng Hung

FADEL: Ensemble Learning Enhanced by Feature Augmentation and Discretization

2025 · Bioengineering

In recent years, data augmentation techniques have become the predominant approach for addressing highly imbalanced classification problems in machine learning. Algorithms such as the Synthetic Minority Over-sampling Technique (SMOTE) and Conditional Tabular Generative Adversarial Network …