A novel approach using type-II fuzzy differential evolution is proposed for identifying and diagnosis of diabetes using semantic ontology. (2024). The Scientific Temper, 15(03), 2920-2930. https://doi.org/10.58414/SCIENTIFICTEMPER.2024.15.3.64