K Bhaskar et al. 2026. Machine Learning Approaches for Predicting Peak-Hour Urban Traffic Accidents. International Journal of Data Science and IoT Management System. 5, 2(1) (Apr. 2026), 47–53. DOI:https://doi.org/10.64751/ijdim.2026.v5.i2(1).678.