Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 15 Life on Land -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Projects
- 7 Finished
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Prediction of Traffic Crash Severity – A Solution by International Data and Deep Learning Models
Assi, K. (PI), Al-Ratrout, N. (CoI), Al-Saghan, I. (CoI) & Rahman, S. M. (CoI)
1/04/21 → 1/04/22
Project: Research
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THE ACCEPTANCE OF TRUCK PLATOONING IN SAUDI ARABIA
Al-Saghan, I. (PI) & Al-Ratrout, N. (CoI)
1/04/20 → 1/03/21
Project: Research
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Application of Artificial Intelligence Techniques for Road Traffic Crash Severity Prediction
Assi, K. (PI), Al-Ratrout, N. (CoI) & Rahman, S. M. (CoI)
1/09/18 → 1/08/19
Project: Research
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Development of Demand Responsive Dynamic Lane Assignment Strategy for Signalized Intersections
Mohammad, W. (PI), Al-Ratrout, N. (CoI) & Elalfy, E. (CoI)
1/12/13 → 30/11/15
Project: Research
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Impact of Schools on Urban Traffic in Khobar-Dhahran Area, Saudi Arabia
Al-Ratrout, N. (PI)
1/12/13 → 1/12/14
Project: Research
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An interpretable deep machine learning model for crash severity prediction: Use of international big data
Assi, K., Nemer, I., Rahman, S. M., Ratrout, N., Mosameh, O. & Gazder, U., Feb 2026, In: Journal of Traffic and Transportation Engineering (English Edition). 13, 1, p. 229-255 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Comparative Analysis of Currently Used Microscopic, Macroscopic, and Mesoscopic Traffic Simulation Software
Algherbal, E. A. & Ratrout, N. T., 2025, In: Transportation Research Procedia. 84, p. 495-503 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations -
Smart Cities and Intelligent Transportation Systems: Integration of Autonomous Vehicles and Their Impact on Congestion and Safety
Algherbal, E. A. & Ratrout, N. T., 2025, In: Transportation Research Procedia. 84, p. 504-511 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
Traffic signal optimization framework using interpretable machine learning technique under heterogeneous-autonomy traffic environment
Al-Turki, M., Kashifi, M. T., Ratrout, N. T. & Rahman, S. M., Aug 2024, In: Neural Computing and Applications. 36, 22, p. 13761-13781 21 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Estimating the severity levels of road traffic crashes in Bahrain with crash costs estimated with different approaches
Gazder, U., Ahmed, A., Abdulhusain, B. H., Mohamed, A. H. & Ratrout, N., 2023, In: Digital Transportation and Safety. 2, 4, p. 278-283 6 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations