crossrefElectronics2026-03-11Cited by 1
Traffic Incident Impact Prediction Using Machine Learning and Explainable AI: Evidence from Istanbul
Adem Korkmaz, Ufuk Çelik, Vedat Tümen
Traffic incident impact prediction remains challenging for intelligent transportation systems due to complex spatiotemporal dependencies. This study analyzes 38,430 real-world traffic incidents from Istanbul (2022–2024) to predict normalized traffic deviation ΔTraffic(%) using ma…