YOUNIS, Hussain; ABDULNABI, Ghazwan; HAYDER, Israa; SALISU, Sani; NASSER, Maged. Utilizing Machine Learning Algorithms and SMOTE for Analyzing and Predicting Homicides. International Journal of Mechatronics, Robotics, and Artificial Intelligence, [S. l.], v. 1, n. 1, p. 31–37, 2025. DOI: 10.33971/ijmrai.1.1.5. Disponível em: https://ijmrai.edu.iq/ijmrai/article/view/5. Acesso em: 5 feb. 2026.