Muhammed Abdulhamid Karabıyık

HENOS: A Henon Map-Based Chaotic Oversampling Strategy for Imbalanced Data Classification

2025 · IEEE Access

The effectiveness of machine learning models is profoundly influenced by the quality and distribution of training data. However, real-world datasets are often highly imbalanced, where conventional classification algorithms tend to favor the majority class, resulting …