Ardiansyah; Solly Aryza; Muhammad Syahputra Novelan. Predicting Students’ Interest and Competency Alignment in Vocational Specialization Selection Using Hybrid XGBoost– Random Forest. ICEEGLOF 2026, 4430-4440.