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Pradhan, G., Thapa, .G. , Pradhan, R. and Khandelwal, B. 2026. A Novel Approach for Diabetes Mellitus Detection Using a Modified Binary Multi- Neighbourhood Artificial Bee Colony Algorithm with Mahalanobis-Based Feature Selection (MBMNABC-Ma) and an Optimized Decision Forest Framework. International Journal of Electrical and Computer Engineering Systems. 17, 2 (Jan. 2026), 103-119. DOI:https://doi.org/10.32985/ijeces.17.2.3.