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Lubna Obaid, Ph.D., EIT

Postdoctoral Scholars
Faculty of Engineering - Civil and Environmental Engineering Dept

Pronouns: she / her / hers

Contact Courses Publications

Contact

Postdoctoral Scholars
Faculty of Engineering - Civil and Environmental Engineering Dept

Email
lobaid1@ualberta.ca
Phone
(780) 850-9115
Address
NREF 4-010 Natural Resources Engineering Facility
9105 - 116 St NW
Edmonton AB
T6G 2W2

Courses

CIV E 616 - Traffic Safety

Introduction to traffic safety. Focus on collisions and exposure. Safety management process. Collision modeling, theory and applications. Safety evaluation techniques, challenges, opportunities, influence of confounding factors and regression to the mean bias.

Winter Term 2027

Browse more courses taught by Lubna Obaid

Featured Publications

Automating the estimation of turning movement rates at multilane roundabouts using unmanned aerial vehicles and deep learning

Lubna Obaid, Khaled Hamad, Rami Al-Ruzouq, Saleh Abu Dabous, Karim Ismail

Green Energy and Intelligent Transportation. 2026 October; 10.1016/j.geits.2025.100340

Smart Routing Framework for Urban Curbside Scanning: A Framework for Time‐Optimized and Spatially Representative Data Collection

Lubna Obaid, Marina Aziz, Fiseha Birhane, Karim El‐Basyouny

Transactions in GIS. 2026 September; 10.1111/tgis.70384

Investigating the Effect of Roundabout Geometry and Traffic Congestion Level on Deep Learning-Based Vehicle Detection and Tracking

Khaled Hamad, Lubna Obaid

Transportation Research Record: Journal of the Transportation Research Board. 2026 August; 10.1177/03611981251398746

UAV-Derived Vehicle Trajectories for Queue Length and Control Delay Estimation at Multilane Roundabouts

Elawady Mohamed Elmorsy, Khaled Hamad, Lubna Obaid

2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET). 2026 April; 10.1109/icaiset66439.2026.11542174

YOLOV10 vs. YOLOV8: Performance Improvements for Vehicle Detection at Multilane Roundabouts

Khaled Hamad, Lubna Obaid

Transport and Telecommunication Journal. 2026 April; 10.2478/ttj-2026-0012

Comparative Life Cycle Assessment of Cloverleaf, Directional, and Semi-Directional Interchanges

Khaled Hamad, Mariam Arif Alshamsi, Mohamed Abdallah, Lubna Obaid

2026 January; 10.2139/ssrn.7404612

State-of-the-art review of unmanned aerial vehicles (UAVs) and artificial intelligence (AI) for traffic and safety analyses: Recent progress, applications, challenges, and opportunities

Lubna Obaid, Khaled Hamad, Rami Al-Ruzouq, Saleh Abu Dabous, Karim Ismail, Emran Alotaibi

Transportation Research Interdisciplinary Perspectives. 2025 September; 10.1016/j.trip.2025.101591

Has our long-term trip-making behavior changed due to COVID-19?

Khaled Hamad, Yahya El Traboulsi, Abdallah Shanableh, Rami Al-Ruzouq, Saleh Abu Dabous, Waleed Zeiada, Lubna Obaid

Archives of Transport. 2025 March; 10.61089/aot2025.rqn4ke97

Benchmarking Classical and Deep Machine Learning Models for Predicting Hot Mix Asphalt Dynamic Modulus

Waleed Zeiada, Lubna Obaid, Sherif El-Badawy, Ragaa Abd El-Hakim, Ahmed Awed

Civil Engineering Journal. 2025 January; 10.28991/CEJ-2025-011-01-06

Incident duration reliability assessment using Monte-Carlo simulation and kernel density estimation of machine learning-based models

Lubna Obaid, Khaled Hamad, Samer Barakat

International Journal of Transportation Science and Technology. 2024 December; 10.1016/j.ijtst.2024.11.005

Effect of feature optimization on performance of machine learning models for predicting traffic incident duration

Lubna Obaid, Khaled Hamad, Mohamad Ali Khalil, Ali Bou Nassif

Engineering Applications of Artificial Intelligence. 2024 May; 10.1016/j.engappai.2024.107845

Spatiotemporal Analysis of Property Damage-only Accident Hotspots Using GIS in Sharjah, UAE

College of Engineering, University of Sharjah, Lubna Obaid

Jordan Journal of Civil Engineering. 2024 April; 10.14525/jjce.v18i2.13

Environmental impacts of the transition to automated vehicles: A life cycle perspective

Lubna Obaid, Sara A. Alattieh, Mohamed Abdallah, Khaled Hamad

Sustainable Materials and Technologies. 2023 September; 10.1016/j.susmat.2023.e00725

Comprehensive evaluation of multiple machine learning classifiers for predicting freeway incident duration

Khaled Hamad, Lubna Obaid, Ali Bou Nassif, Saleh Abu Dabous, Rami Al-Ruzouq, Waleed Zeiada

Innovative Infrastructure Solutions. 2023 June; 10.1007/s41062-023-01138-1

Factorial design–machine learning approach for predicting incident durations

Khaled Hamad, Lubna Obaid, Salah Haridy, Waleed Zeiada, Ghazi Al‐Khateeb

Computer-Aided Civil and Infrastructure Engineering. 2022 June; 10.1111/mice.12883

A Case-Based Reasoning and Random Forest Framework for Selecting Preventive Maintenance of Flexible Pavement Sections

Saleh Abu Dabous, Khaled Hamad, Rami Al-Ruzouq, Waleed Zeiada, Maher Omar, Lubna Obaid

The Baltic Journal of Road and Bridge Engineering. 2022 June; 10.7250/bjrbe.2022-17.562

Tour-based travel demand forecasting model for a university campus

Transport Policy. 2022 March; 10.1016/j.tranpol.2022.01.001

Waste to energy spatial suitability analysis using hybrid multi-criteria machine learning approach

Environmental Science and Pollution Research. 2022 January; 10.1007/s11356-021-15289-0

Ranking risk attitudes using an integrated AHP-TOPSIS approach

International Journal of Applied Decision Sciences. 2022 January; 10.1504/ijads.2022.120279

Quantifying Impacts of Connected and Automated Vehicles on Traffic Operation of a Diamond Interchange in UAE Using Micro-simulation

2021 14th International Conference on Developments in eSystems Engineering (DeSE). 2021 December; 10.1109/dese54285.2021.9719571

Characterization of travel behavior at a university campus: A case study of Sharjah University City, UAE

Transportation Research Interdisciplinary Perspectives. 2021 December; 10.1016/j.trip.2021.100488

Modelling Mode Choice at Sharjah University City, United Arab Emirates

MATEC Web of Conferences. 2020 April; 10.1051/matecconf/202030802004

The Development of a Local Ground Motion Prediction Equation from Recorded Data

World Congress on Civil, Structural, and Environmental Engineering. 2019 April; 10.11159/icgre19.181

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