Sofia Nardoianni

A Hybrid-Stratified Approach for the Identification of Pedestrian Crash Scenarios: The Effect of Demographic Vulnerability and Spatial-Temporal Shifts in the Pre- and Post-COVID-19 Period in Italy (2010–2023)

Pedestrian safety represents a critical priority for the development of sustainable urban mobility systems. This study proposes an innovative methodological framework integrating supervised and unsupervised learning techniques with econometric modeling to identify and interpret r...