R. Kaban, J. Bin Sallim, S. Susmanto, and R. Binti Mohamed, “Early Warning System for Student Academic Risk Prediction Using Gradient Boosting with SMOTE-Based Class Balancing”, JCEIT, vol. 2, no. 3, pp. 191–207, Jul. 2026.