Data-driven analysis and prediction of traffic accident dynamics using spatiotemporal modeling and optimized machine learning techniques. - Doha Turab; Sharjeel Muzaffar; Lubna Nadeem; Jianqiang Li 002; Yu Wang 324; Tariq Mahmood 001; Tanzila Saba (Int. J. Data Sci. Anal., 2026)