Umer Mansoor

Hong Kong Polytechnic University — Hong Kong

Engineering · Physical Sciences

8h-index355citations15works0.42yr avg
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Research Topics

Traffic and Road Safety(5), Transportation Planning and Optimization(5), Urban Transport and Accessibility(4), Traffic Prediction and Management Techniques(3), Injury Epidemiology and Prevention(3)

Publications15 total

Evidence-Grounded Subspecialty Reasoning: Evaluating a Curated Clinical Intelligence Layer on the 2025 Endocrinology Board-Style Examination
ArXiv.org·2026Open Access
Evidence-Grounded Subspecialty Reasoning: Evaluating a Curated Clinical Intelligence Layer on the 2025 Endocrinology Board-Style Examination
arXiv (Cornell University)·2026Open Access
Modeling travelers’ joint car ownership and car type choice behavior: The role of autonomous vehicle safety-security perceptions
Travel Behaviour and Society·2026
Safety-Based Vulnerability Assessment for Identifying Critical Road Links: A Cooperative Game Theory Approach
IEEE Transactions on Intelligent Transportation Systems·2026
Walking in the city of footbridges: Sense of community, subjective walkability and walking habits in a layered neighborhood
Travel Behaviour and Society·2025· 2 citedOpen Access
Investigating the risk factors of motorcycle crash injury severity in Pakistan: Insights and policy recommendations
Transport Policy·2023· 30 cited
Energy Demand of the Road Transport Sector of Saudi Arabia—Application of a Causality-Based Machine Learning Model to Ensure Sustainable Environment
Sustainability·2022· 16 citedOpen Access
Pedestrian route choice with respect to new lift-only entrances to underground space: Case study of a metro station area in hilly terrain in Hong Kong
Tunnelling and Underground Space Technology·2022· 29 cited
Transit leverage assessment and climate change mitigation pathway for urbanised areas
International Journal of Global Warming·2022· 4 citedOpen Access
Transit leverage assessment and climate change mitigation pathway for urbanised areas
International Journal of Global Warming·2021Open Access
A review of factors and benefits of non-motorized transport: a way forward for developing countries
Environment Development and Sustainability·2021· 33 cited
Predicting Crash Injury Severity with Machine Learning Algorithm Synergized with Clustering Technique: A Promising Protocol
International Journal of Environmental Research and Public Health·2020· 77 citedOpen Access
Crash Severity Prediction Using Two-Layer Ensemble Machine Learning Model for Proactive Emergency Management
IEEE Access·2020· 45 citedOpen Access
The Dilemma of Road Safety in the Eastern Province of Saudi Arabia: Consequences and Prevention Strategies
International Journal of Environmental Research and Public Health·2019· 81 citedOpen Access
Travel-To-School Mode Choice Modelling Employing Artificial Intelligence Techniques: A Comparative Study
Sustainability·2019· 38 citedOpen Access

Frequent Co-authors

Syed Masiur Rahman(6), Anthony Chen(5), Mohammad Tamim Kashifi(4), Khaled Assi(3), Arshad Jamal(2), Nedal T. Ratrout(2), Md Shafiullah(2), Junbiao Su(2), Ho‐Yin Chan(2), Amir Hosseinian(2), MohammadReza Zare Shahneh(2), Gilbert Szeto(2), Kirill Karlin(2), Nima Aghaeepour(2), Muhammad Tauhidur Rahman(1), Hassan M. Al-Ahmadi(1), Kh Md Nahiduzzaman(1), Fazal R. Safi(1), N.N. Sze(1), Lai-Chi Ip(1)