3 papers
physics.soc-ph2026
Assessing the Role of Intersection Proximity in Pedestrian Crashes: Insights from Data Mining Approach
Ahmed Hossain, Xiaoduan Sun, Subasish Das
Although intersections are the most complex parts of the roadway network, pedestrian crashes at non-intersection locations are disproportionately frequent, highlighting a serious t…
cs.LG2026
From Canopy to Collision: A Hybrid Predictive Framework for Identifying Risk Factors in Tree-Involved Traffic Crashes
Abdul Azim, Ahmed Hossain, Soumyadip Maitra +1
Tree-involved crashes represent a critical subset of run-off-road (ROR) collisions, often resulting in fatal or severe injuries due to high-energy impacts. This study develops a co…
cs.LG2024
A Survey on Deep Tabular Learning
Shriyank Somvanshi, Subasish Das, Syed Aaqib Javed +2
Tabular data, widely used in industries like healthcare, finance, and transportation, presents unique challenges for deep learning due to its heterogeneous nature and lack of spati…