ul hassan, yasir; Shamshad Lakho; Imran Ali Memon; Faryal Arshad; Mubashir Ul Hassan; Muhammad Bilal Qazi. Feature-Driven Road Accident Risk Prediction Using Gradient Boosting Regression. IJIST 2025, 7, 68-82.