Nabila, V., Putra, B., Sanjaya, M. and Indah, D. 2026. Comparative Evaluation of Machine Learning Models with Explainability and Fairness for Diabetes Risk Prediction. Building of Informatics, Technology and Science (BITS). 8, 2 (Sep. 2026), 786-798. DOI:https://doi.org/10.47065/bits.v8i2.10763.