Ridwan, A. et al. 2026. Cross-Cohort Early Prediction of Cluster-Derived GPA Trajectories Using First-Year Academic Data and Machine Learning. Journal of Information Systems and Informatics. 8, 4 (Sep. 2026), 5418–5441. DOI:https://doi.org/10.63158/journalisi.v8i4.1871.