Swati S; Soumya. SMART ADMISSION HUB: A RANK-SENSITIVE, CATEGORY-AWARE INTELLIGENT COLLEGE AND BRANCH PREDICTION SYSTEM USING MULTI-YEAR CUTOFF ANALYTICS FOR UNDERGRADUATE ADMISSION DECISION SUPPORT. International Educational Journal of Science and Engineering 2026, 9, 335-340.