أبحاث هندسة النقل والسلامة المرورية — محمد المناع
أبحاث الدكتور محمد بن حمد المناع في هندسة النقل والسلامة المرورية والذكاء الاصطناعي. فهرس مصنف يضم 63 مادة علمية ومشاركة، مع روابط التفاصيل والناشرين والمستودعات.
الرئيسية | السيرة المفصلة | Google Scholar | ORCID
الترتيب: الأحدث فالأقدم داخل كل فئة. أسماء المجلات والمؤتمرات والعناوين العلمية محفوظة بلغتها الأصلية. تُعرض إدارة الجلسات والمحاضرات المدعوة منفصلة عن أوراق البحث.
مقالات المجلات المحكمة (25)
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2026 — What pushes cyclists to grab their phones? The relative influence of risk perception and technology affinity
Useche, S. A., O’Hern, S., Alonso, F., Abdunazarov, J., Aktaş, A., Almannaa, M., et al. (53 authors)
Journal of Safety Research — مقبولة للنشر -
2026 — Effect of Gender, Cognitive Distraction, and Environmental Conditions on Young Drivers’ Behavior: A Study Using Physiological Sensors and a Driving Simulator
Aref Ahmed, Faisal Alessa, Mohammed Almannaa, Mohammed Alkahtani
IEEE Access -
2025 — Investigating factors influencing fatalities and injuries in animal-vehicle crashes using a random parameters logit model and ensemble machine learning approaches
Md Nabil Zawad; Mohammed Almannaa; Khalid F. Alkahtani
PLOS One -
2025 — Multi-criteria facility location for emergency medical services using AHP and GIS: Public sector supply chain case in Riyadh
Ayoub Al-Zabidi; Mohammed Almannaa; Mohammed Elhenawy; Anis Gharbi
Journal of Engineering Research -
2024 — Evaluating a signalized intersection performance using unmanned aerial data
Mujahid I Ashqer, Huthaifa I Ashqar, Mohammed Elhenawy, Mohammed Almannaa, Mohammad A Aljamal, Hesham A Rakha, Marwan Bikdash
Transportation letters, 16 (5), 452-460 -
2024 — Factors influencing bikeshare service and usage in a rural college town: A case study of Montgomery County, VA
Cat Woodson, Huthaifa I Ashqar, Mohammed Almannaa, Mohammed Elhenawy, Ralph Buehler
International Journal of Sustainable Transportation, 18 (4), 291-300 -
2024 — Temporal Shifts in E-Scooter Rider Perspectives: A Longitudinal Investigation in Riyadh, Saudi Arabia
Mohammed Almannaa; Asim Alyahya; Huthaifa I. Ashqar; Mohammed Elhenawy
Sustainability -
2023 — A simulated annealing for optimizing assignment of e-scooters to freelance chargers
Mahmoud Masoud, Mohammed Elhenawy, Shi Qiang Liu, Mohammed Almannaa, Sebastien Glaser, Wael Alhajyaseen
Sustainability, 15 (3), 1869 -
2023 — Assessing the Effect of COVID-19 on the Traffic Safety of Intercity and Major Intracity Roads in Saudi Arabia
Omar Kabbush; Mohammed Almannaa; Saif A. Alarifi; Ali Alghamdi
Arabian Journal for Science and Engineering -
2023 — Investigating the effect of road condition and vacation on crash severity using machine learning algorithms
Mohammed Almannaa; Md Nabil Zawad; May Moshawah; Haifa Alabduljabbar
International Journal of Injury Control and Safety Promotion -
2022 — In-Depth Evaluation of Association between Crash and Hand Arthritis via Naturalistic Driving Study
Mohammed H Almannaa, Max G Bareiss, Luke E Riexinger, Feng Guo
Applied Sciences, 12 (23), 12079 -
2022 — Network and station-level bike-sharing system prediction: A San Francisco bay area case study
Huthaifa I Ashqar, Mohammed Elhenawy, Hesham A Rakha, Mohammed Almannaa, Leanna House
Journal of Intelligent Transportation Systems, 26 (5), 602-612 -
2022 — Statistical modeling of emergency medical services’ response and rescue times to road traffic crashes in the Kingdom of Saudi Arabia
Ayoub Al-Zabidi; Mohammed Almannaa; Mohammed Elhenawy; Anis Gharbi
Case Studies on Transport Policy -
2022 — The COVID-19 impacts on bikeshare systems in small rural communities: Case study of bikeshare riders in Montgomery County, VA
Mohammed Almannaa, Cat Woodson, Huthaifa Ashqar, Mohammed Elhenawy
PLoS one, 17 (12), e0278207 -
2021 — A comparative analysis of e-scooter and e-bike usage patterns: Findings from the City of Austin, TX
Mohammed Hamad Almannaa, Huthaifa I Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham Rakha
International Journal of Sustainable Transportation, 15 (7), 571-579 -
2021 — A novel crowdsourcing model for micro-mobility ride-sharing systems
Mohammed Elhenawy, Mostafizur R Komol, Mahmoud Masoud, Shi Qiang Liu, Huthaifa I Ashqar, Mohammed Hamad Almannaa, Hesham A Rakha, Andry Rakotonirainy
Sensors, 21 (14), 4636 -
2021 — Perception Analysis of E-Scooter Riders and Non-Riders in Riyadh, Saudi Arabia: Survey Outputs
Almannaa M.; Alsahhaf F.; Ashqar H.; Elhenawy M.; Masoud M.; Rakotonirainy A.
Sustainability -
2020 — Deep transfer learning for vulnerable road users detection using smartphone sensors data
Mohammed Elhenawy, Huthaifa I Ashqar, Mahmoud Masoud, Mohammed H Almannaa, Andry Rakotonirainy, Hesham A Rakha
Remote Sensing, 12 (21), 3508 -
2020 — Dynamic linear models to predict bike availability in a bike sharing system
Mohammed H Almannaa, Mohammed Elhenawy, Hesham A Rakha
International journal of sustainable transportation, 14 (3), 232-242 -
2019 — A novel supervised clustering algorithm for transportation system applications
Mohammed H Almannaa, Mohammed Elhenawy, Hesham A Rakha
IEEE transactions on intelligent transportation systems, 21 (1), 222-232 -
2019 — Field implementation and testing of an automated eco-cooperative adaptive cruise control system in the vicinity of signalized intersections
Mohammed Hamad Almannaa, Hao Chen, Hesham A Rakha, Amara Loulizi, Ihab El-Shawarby
Transportation research part D: transport and environment, 67, 244-262 -
2019 — Heuristic approaches to solve e-scooter assignment problem
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H Almannaa, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
IEEE access, 7, 175093-175105 -
2019 — Identifying Optimum Bike Station Initial Conditions using Markov Chain Modeling
Mohammed H Almannaa; Mohammed Elhenawy; Hesham A Rakha
Transport Findings -
2018 — Smartphone transportation mode recognition using a hierarchical machine learning classifier and pooled features from time and frequency domains
Huthaifa I Ashqar, Mohammed H Almannaa, Mohammed Elhenawy, Hesham A Rakha, Leanna House
IEEE Transactions on Intelligent Transportation Systems, 20 (1), 244-252 -
2017 — Reducing vehicle fuel consumption and delay at signalized intersections: Controlled-field evaluation of effectiveness of infrastructure-to-vehicle communication
Mohammed Hamad Almannaa, Hao Chen, Hesham A Rakha, Amara Loulizi, Ihab El-Shawarby
Transportation Research Record, 2621 (1), 10-20
أوراق المؤتمرات والعروض البحثية (28)
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2026 — Campus Roundabout Safety Assessment and Mitigation: A Case Study at King Saud University
Almannaa, M.; Althonayan, A.; Alotaibi, T.; Alsharef, A.; Alarifi, S.
10th International Road Safety & Simulation Conference (RSS 2026), Naples, Italy, June 23–26 -
2026 — Ramadan as a Natural Experiment in Urban Mobility: Evidence of Network-Level Peak Redistribution from Probe Traffic Data
Mohammed Hamad Almannaa
10th IEEE International Forum on Research and Technologies for Society and Industry (IEEE RTSI 2026), Espoo, Finland, 16–18 August 2026 -
2025 — Analyzing Determinants of Fatalities and Injuries in Animal– Vehicle Collisions Using Random Parameters Logit Modeling and Ensemble Machine Learning
Md Nabil Zawad; Mohammed Almannaa; Khalid F Alkahtani
Transportation Research Procedia, 92, 8 -
2025 — Optimizing Spatial Distribution of Emergency Medical Service Centers in Response to Urban Growth Using AHP and GIS
Al-Zabidi, A.; Almannaa, M.; Elhenawy, M.; Gharbi, A.
Rotterdam, The Netherlands, May 25–28, 2025 -
2024 — Investigating the Effect of Road Maintenance on Traffic Crashes Using Machine Learning Algorithms
Almannaa, M.; Zawad, M. N.
3rd Road Maintenance Forum, Dammam, Saudi Arabia -
2024 — Optimizing Spatial Distribution of Emergency Medical Service Centers in Response to Urban Growth — IRF 2024
Al-Zabidi, A.; Almannaa, M.; Elhenawy, M.; Gharbi, A.
Road Safety & Sustainability Conference (IRF), Riyadh, Saudi Arabia -
2024 — Optimizing Spatial Distribution of Emergency Medical Service Centers in Response to Urban Growth — Road Maintenance Forum 2024
Al-Zabidi, A.; Almannaa, M.; Elhenawy, M.; Gharbi, A.
3rd Road Maintenance Forum, Dammam, Saudi Arabia -
2023 — Crash Severity Predictive Models Using Machine Learning Algorithms: a Case Study of Riyadh, Saudi Arabia
Bachir Hussein, Mohammed Almannaa
13th Annual International Conference on Industrial Engineering and Operations Management -
2021 — Analysis of Perception About E-scooter Riders and Non-riders in Saudi Arabia: Survey Outputs
Almannaa, M.; Alsahhaf, F.; Ashqar, H.; Elhenawy, M.; Masoud, M.; Rakotonirainy, A.
100th Transportation Research Board Annual Meeting, January -
2021 — Smartphone Sensors Transportation Mode Data Classification of Vulnerable Road Users
Ashqar, H.; Elhenawy, M.; Masoud, M.; Almannaa, M.; Rakotonirainy, A.; Rakha, H.
100th Transportation Research Board Annual Meeting, January -
2020 — A Simulated Annealing Algorithm for Solving the E-Scooter to Chargers Assignment Problem
Mousa, S.; Masoud, M.; Elhenawy, M.; Almannaa, M.; Glaser, S.; Rakotonirainy, A.
99th Transportation Research Board Annual Meeting, Washington DC, January 12–16 -
2019 — A case study on a sustainable framework for ethically aware predictive modeling
Thomas CH Lux, Stefan Nagy, Mohammed Almanaa, Sirui Yao, Reid Bixler
2019 IEEE International Symposium on Technology and Society (ISTAS), 1-7 -
2019 — A New Mathematical Approach to Solve Bike Share System Station Imbalances Based On Portable Stations
Mohammed H Almannaa, Mohammed Elhenawy, Mahmoud Masoud, Hesham A Rakha
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1721-1726 -
2019 — Are individuals with arthritis more likely to be involved in a crash?
Mohammed Hamad Almannaa, Max Bareiss, Luke Riexinger, Feng Guo
Transportation Research Board 98th Annual MeetingTransportation Research Board (19-05036) -
2019 — Optimal Assignment of e-scooter to Chargers
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H Almannaa, Shi Qiang Liu, Sebastian Glaser, Andry Rakotonirainy
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 4204-4209 -
2018 — A Novel Clustering Algorithm for Traffic Operational Analysis
Mohammed Hamad Almannaa, Mohammed Elhenawy, Hesham A Rakha
Transportation Research Board 97th Annual MeetingTransportation Research Board (18-01390) -
2018 — Development and Controlled Field Evaluation of an Automated Eco-Cooperative Adaptive Cruise Control System in the Vicinity of Signalized Intersections
Almannaa, M.; Chen, H.; Rakha, H.; Loulizi, A.; El-Shawarby, I.
Automated Vehicles Symposium, San Francisco, July 9–12 -
2018 — Does Arthritis Affect the Behavior of Drivers? — 7th International Symposium on Naturalistic Driving Research
Mohammed Almannaa; Max Bareiss; Luke Riexinger; Feng Guo
7th International Symposium on Naturalistic Driving Research, Blacksburg, VA, August 28–30, 2018 -
2018 — Incremental learning models of bike counts at bike sharing systems
Mohammed H Almannaa, Mohammed Elhenawy, Feng Guo, Hesham A Rakha
2018 21st International Conference on Intelligent Transportation Systems (ITSC), 3712-3717 -
2018 — Predicting Bike Availability in Bikesharing Systems Using Dynamic Linear Models
Mohammed Hamad Almannaa, Mohammed Elhenawy, Hesham A Rakha
Transportation Research Board 97th Annual MeetingTransportation Research Board (18-01384) -
2018 — Quantifying the effect of various features on the modeling of bike counts in a bike-sharing system
Huthaifa I Ashqar, Mohammed Elhenawy, Ahmed Ghanem, Mohammed H Almannaa, Hesham A Rakha
Transportation Research Board 97th Annual MeetingTransportation Research Board (18-00282) -
2017 — Bike share travel time modeling: San Francisco bay area case study
Ahmed Ghanem, Mohammed Elhenawy, Mohammed Almannaa, Huthaifa I Ashqar, Hesham A Rakha
2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 586-591 -
2017 — Controlled-Field evaluation of effectiveness of infrastructure to vehicle communication in reducing vehicle fuel consumption and delay at signalized intersections
Mohammed Hamad Almannaa, Hao Chen, Hesham A Rakha, Amara Loulizi, Ihab El-Shawarby
96th Annual Transportation Research Board Meeting, Washington, DC -
2017 — Field Implementation of an Eco-Cooperative Adaptive Cruise Control System at Signalized Intersections
Hao Chen, Hesham A Rakha, Mohammed H Almannaa, Amara Loulizi, Ihab El-Shawarby
Transportation Research Board 96th Annual MeetingTransportation Research Board (17-04918) -
2017 — Modeling bike availability in a bike-sharing system using machine learning
Huthaifa I Ashqar, Mohammed Elhenawy, Mohammed H Almannaa, Ahmed Ghanem, Hesham A Rakha, Leanna House
2017 5th IEEE international conference on models and technologies for intelligent transportation systems (MT-ITS), 374-378 -
2017 — Network-wide bike availability clustering using the college admission algorithm: A case study of San Francisco Bay area
Mohammed H Almannaa, Mohammed Elhenawy, Ahmed Ghanem, Huthaifa I Ashqar, Hesham A Rakha
2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 580-585 -
2016 — Development and preliminary field testing of an in-vehicle eco-speed control system in the vicinity of signalized intersections
Hao Chen, Hesham A Rakha, Amara Loulizi, Ihab El-Shawarby, Mohammed H Almannaa
IFAC-PapersOnLine, 49 (3), 249-254 -
2015 — Optimal Intersection Control of Automated and Cooperative Vehicles
Bichiou, Y.; Rakha, H.; Almannaa, M.; Roman, A.
Connected and Automated Vehicles, 9th University Transportation Centers Spotlight Conference, Washington DC, November 4–5
المحاضرات الرئيسية المدعوة (1)
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2025 — Developing A Smart Emergency Medical Service (EMS) System for Saudi Red Crescent Authority Using Machine Learning Algorithms
Mohammed Almannaa
1st IUT-International Conference on Core Engineering & Technology (IUT-ICCET 2025), Gazipur, Bangladesh, April 25–27
إدارة الجلسات الحوارية (2)
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2025 — Future Trends & Challenges in Road Safety in the GCC
Mohammed Almannaa
Roads, Bridges, and Tunnels KSA Conference, Jeddah, April 30–May 1 -
2025 — Towards a Fully Integrated Urban Mobility Network: Breaking Barriers Between Modes for a Seamless, Smart, and Sustainable City Experience
Mohammed Almannaa
Mobility Live, Riyadh, October 19–20
فصل في كتاب (1)
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2018 — Smart bike-sharing systems for smart cities
Hesham A Rakha, Mohammed Elhenawy, Huthaifa I Ashqar, Mohammed H Almannaa, Ahmed Ghanem
Data analytics for smart cities, 111-142
التقارير البحثية (3)
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2019 — Traffic state prediction: A traveler equity and multi-modal perspective
Hesham A Rakha, Mohammed Almannaa, Huthaifa Ashqar, Mohammed Elhenawy, Ahmed Ghanem
Research report -
2016 — Developing and field implementing an ecocruise control system in the vicinity of traffic signalized intersections
H Rakha, H Chen, Mohammed Almannaa, Ihab El-Shawarby, Amara Loulizi
Research report -
2016 — Field testing of eco-speed control using V2I communication
Hesham A Rakha, Hao Chen, Mohammed Almannaa, Raj Kishore Kamalanathsharma, Ihab El-Shawarby, Amara Loulizi
Research report
الرسائل الجامعية ومشروع التخرج (3)
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2019 — Optimizing Bike Sharing Systems: Dynamic Prediction Using Machine Learning and Statistical Techniques and Rebalancing
Mohammed Hamad Almannaa
PhD dissertation -
2016 — Field Evaluation of the Eco-Cooperative Adaptive Cruise Control in the Vicinity of Signalized Intersections
Mohammed Hamad Almannaa
Master’s thesis -
2012 — Design and Behavior of Concrete-Filled Elliptical Steel Stub Columns at Elevated Temperatures
M. Almannaa; W. Alangari; F. Aldawish; S. Alsayed; Y. Alsalloum
http://fac.ksu.edu.sa/sites/default/files/CE499498_Report__Elliptical_Column.pdf
براءة الاختراع (1)
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2025 — E-scooter for Extremely Hot Weather
Mohammed Almannaa, Hassan Alshehri
Patent
التعاون البحثي والإشراف المشترك
أرحب بالتعاون البحثي والإشراف المشترك على رسائل الماجستير والدكتوراه والمشاركة في لجان المناقشة. malmannaa@ksu.edu.sa