Syaimak Abdul Shukor and Muhammad Saifullah Hj Muhamad Juhari 2024. MACHINE LEARNING-DRIVEN PREDICTIVE MAINTENANCE: OPTIMIZING NAIVE BAYES WITH SYNTHETIC DATA AND CLASS IMBALANCE TECHNIQUES. INTERNATIONAL JOURNAL OF INNOVATION AND INDUSTRIAL REVOLUTION (IJIREV). 6, 19 (Dec. 2024). DOI:https://doi.org/10.35631/ IJIREV.619006.