Lubna Obaid, PhD

Postdoctoral Scholars, Faculty of Engineering - Civil and Environmental Engineering Dept

Contact Courses Publications

Contact

Postdoctoral Scholars, Faculty of Engineering - Civil and Environmental Engineering Dept

Email: lobaid1@ualberta.ca

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

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Featured Publications

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

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

Ranking risk attitudes using an integrated AHP-TOPSIS approach

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

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

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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