F. Hidayat, Eisyaniah Desvazulinda, and Syakinah Warrahmah, “Prediction Model of Batam University Management Information System Based on Regression and Machine Learning”, JTOS, vol. 9, no. 1, pp. 437 - 444, Jun. 2026.