RAHMANDANI, R.; UMBARA, F. R.; ILYAS, R. Prediction of E-Commerce Customer Purchase Intention Using a Hybrid SMOTE-XGBoost Method with Model Comparison Evaluation on an Imbalanced Dataset. International Journal of Science and Society, v. 8, n. 4, p. 393-403, 19 Oct. 2026.