Almohamed, A. 2026. An Interpretable Classical Machine Learning Framework for EEG-Based Brain Abnormality Detection. Journal of Al-Qadisiyah for Computer Science and Mathematics. 18, 2 (Jun. 2026), Comp 385–392. DOI:https://doi.org/10.29304/jqcsm.2026.18.22662.