Academic Work

My Publications

Peer-reviewed research contributing to the advancement of transportation engineering and AI applications.

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Total Publications
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Journal Articles
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Citations
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Conferences
📚 Journal Articles Published
IEEE Access

Mapping the Machine Learning Landscape in Autonomous Vehicles: A Scientometric Review of Research Trends, Applications, Challenges, and Future Directions

Hassan, M., Kabir, M. E., Islam, M. K., Alam, E., Rambe, A. H., Jusoh, M., & Sameer, M.
IEEE Access, Vol. 13, pp. 182036–182077, 2025
Machine Learning Autonomous Vehicles Bibliometric Analysis Deep Learning
DOI
IEEE Access

Large Language Models in Transportation: A Comprehensive Bibliometric Analysis of Emerging Trends, Challenges, and Future Research

Hassan, M., Kabir, M. E., An, H. K., Jusoh, M., Negnevitsky, M., & Li, C.
IEEE Access, 2025
Large Language Models Transportation Bibliometric Analysis
DOI
Journal

Understanding Post-COVID-19 Household Vehicle Ownership Dynamics Through Explainable Machine Learning

Hassan, M.*, Shraban, S. S., Ahmed, F., Amin, M. B., & Nagy, Z.
Future Transportation, Vol. 5(4), Article 136, 2025
COVID-19 Vehicle Ownership Explainable ML
DOI
Results in Engineering

Machine Learning in Travel Mode Choice Studies: A Systematic Literature Review of Applications, Methods, and Challenges

Hassan, M., Kabir, M. E., Akter, S. T., Shraban, S. S., Basaruddin, K. S., & Islam, M. A.
Results in Engineering, Vol. 28, Article 108140, 2025
Machine Learning Travel Mode Choice Systematic Review
DOI
Results in Engineering

Integration of Extended Reality Technologies in Transportation Systems: A Bibliometric Analysis and Review of Emerging Trends, Challenges, and Future Research

Hassan, M.*, Shraban, S. S., Islam, M. A., Basaruddin, K. S., Ijaz, M. F., Kamarrudin, N. S. B., & Takemura, H.
Results in Engineering, Article 105334, 2025
Extended Reality VR/AR Transportation
DOI
Results in Engineering

Assessing Public Transit Network Efficiency and Accessibility in Johor Bahru and Penang, Malaysia: A Data-Driven Approach

Hassan, M.*, Mahin, H. D., Ahmed, F., Hassan, M. M., Rahaman, A., & Abdullah, M.
Results in Engineering, Elsevier, 2025
Public Transit GTFS Malaysia Network Analysis
DOI
Journal

Big Data Applications in Intelligent Transport Systems: A Bibliometric Analysis and Review

Hassan, M.*, Mahin, H. D., Al Nafees, A., Shraban, S. S., & Paul, A.
Discover Civil Engineering, Vol. 2(1), Article 49, 2025
Big Data ITS Bibliometric
DOI
Journal

Application of Machine Learning in Intelligent Transport Systems: A Comprehensive Review and Bibliometric Analysis

Hassan, M.*, Al Nafees, A., Sarkar, S. S., Shraban, S., Paul, A., & Mahin, H. D.
Discover Civil Engineering, 2024
Machine Learning ITS Review
DOI
Journal

Investigating the Performance of Methods Unbalanced in Metering Managing Roundabouts Using VISSIM

Hassan, M.*, Ki, H. A., Mahin, D. H., Nafees, A. A., Shraban, S. S., & Paul, A.
ASEAN Journal of Science & Technology Reports, Vol. 28(2), Article e255674, 2025
Roundabouts VISSIM Traffic Simulation
DOI
Journal

A Comprehensive Review on the Impact of Gap Parameters for Multiple Types of Roundabouts in Different Traffic Conditions

Hassan, M.*, Al Nafees, A., Shraban, S. S., Mahin, H. D., Paul, A., & Ki, A. H.
International Journal of Integrated Engineering, Vol. 16(9), pp. 1–20, 2024
Gap Parameters Roundabouts Traffic
DOI
📝 Under Review / Submitted Journal Articles
Under Review

Socioeconomic Mobility and Urban Travel Patterns in Post-COVID U.S.: Evidence from the 2022 NHTS

Mahin, H. D., Hassan, M.*
Transport Policy, Elsevier
COVID-19 NHTS Travel Patterns
Under Review

Study on Real-Time Queuing Length Estimation for Metering Roundabouts – Weight Deviation Combination Correction Approach

An, H. K.*, Hassan, M.
Journal of Engineering Research, Elsevier
Queue Estimation Roundabouts Real-time
Under Review

Evaluating the Kernel Performances in Support Vector Machines in Travel Mode Choice Prediction

Mahin, H. D., Hassan, M.*, Rambe, A. H., & Jusoh, M.
Engineering and Applied Science Research
SVM Mode Choice Kernel
Submitted

Applications of IoT in Intelligent Transportation Systems: A Comprehensive Bibliometric Analysis and Review

Hassan, M.*, Kabir, M. E., Rambe, A. H., & Jusoh, M.
Internet of Things, Elsevier
IoT ITS Bibliometric
Submitted

Mobility-as-a-Service (MaaS): A Bibliometric Analysis and Review of Trends, Opportunities, Challenges, and Future Research

Hassan, M.*, Paul, A., Ahmed, F., Amin, M. B., Akter, A., & Oláh, J.
Green Technologies and Sustainability, Elsevier
MaaS Sustainability Review
Submitted

A Comprehensive Survey of Adaptive Traffic Signal Control: Methods, Applications, Challenges, and Future Research

Hassan, M.*, Kabir, M. E., Rambe, A. H., & Jusoh, M.
Results in Engineering, Elsevier
Adaptive Signal Traffic Control Survey
🎤 Conference Papers Published & Accepted
IEEE

Public Transport Ridership Forecasting Using Machine Learning: A Case Study of Rapid Bus KL in Malaysia

Al Nafees, A., Hassan, M.*, Sarkar, S. S., Paul, A., & Mahin, H. D.
IEEE ICCIT 2024, Cox's Bazar, Bangladesh, December 2024
Ridership Machine Learning Malaysia
DOI
IEEE

Vehicle Class Detection and Counting on a Malaysian Road Using YOLOv8 and OpenCV

Hassan, M.*, Mahin, H. D., Jusoh, M., Al Nafees, A., & Paul, A.
IEEE IICAIET 2024, Sabah, Malaysia, August 2024
YOLOv8 Vehicle Detection Computer Vision
DOI
Springer

A Study on the Impact of the Newly Constructed Metro Rail in Dhaka on Travel Behavior

Hassan, M.*, Mehjabin, F., & Al Nafees, A.
APTE 2024, National University of Singapore, July 2024 (Springer LNCE)
Metro Rail Dhaka Travel Behavior
Book
Accepted

Impact of Government Incentives on Electric Vehicle Adoption in Malaysia: A Forecasting Approach Using Government Car Registration Data

Hassan, M.*, Islam, M. A., Kamarrudin, N. S., Ibrahim, I., Hashim, S. M., Saad, M. A., & Bakar, S. A.
ICSM 2025, Malaysia (MARii–PERODUA–SAE), May 2025
EV Adoption Government Incentives Forecasting
Accepted

ChatInSi: A Data-Driven Approach for Integrating Large Language Models with Real-Time Traffic Incident Data

Hassan, M.*, Kabir, M. E., Akter, S. T., Bhanja, U., Parida, D., & Nayak, M.
IEEE ICCCNT 2025, IIT Indore, India, July 2025
LLM Traffic Incidents Real-time
Accepted

Analyzing Public Transit Service Patterns Using GTFS Data: A Machine Learning Approach

Hassan, M.*, Kabir, M. E., Jusoh, M., Akter, S. T., & Al Nafees, A.
IEEE ICCCNT 2025, IIT Indore, India, July 2025
GTFS Machine Learning Transit Patterns
Accepted

Explainable Machine Learning for Understanding Trip Mode Choice: Evidence from the 2022 U.S. NHTS

Hassan, M.*, Akter, S. T., Lamun, S. S. I., Bhuiyan, T., & Hassan, M. M.
IEEE IICAIET 2025, Kota Kinabalu, Malaysia, August 2025
Explainable ML Mode Choice NHTS
Accepted

Bilevel Optimization Framework for Urban Toll Pricing under Stochastic User Equilibrium: A Metaheuristic Approach

Hassan, M.*, Kabir, M. E., Bhuiyan, T., & Hassan, M. M.
IEEE IICAIET 2025, Kota Kinabalu, Malaysia, August 2025
Toll Pricing Optimization Metaheuristic
Accepted

Energy-Optimal Routing Optimization for Connected and Autonomous Vehicles in Urban Networks: A Numerical Modeling Approach

Hassan, M.*, Kabir, M. E., Bhuiyan, T., & Hassan, M. M.
IEEE IICAIET 2025, Kota Kinabalu, Malaysia, August 2025
CAV Energy Optimization Routing
Accepted

Sociodemographic Determinants of Gasoline Vehicle Ownership in the United States: A Machine Learning Approach

Sarkar Shraban, S., Hassan, M.*, Bhuiyan, T., & Hassan, M. M.
IEEE IICAIET 2025, Kota Kinabalu, Malaysia, August 2025
Vehicle Ownership Machine Learning USA
Accepted

Analyzing Vehicle Emissions and Mitigation Strategies in Chittagong City Using SIDRA

Mehjabin, F., Akter, S. T., Shafique, S., & Hassan, M.*
ICERIE 2025, SUST, Sylhet, Bangladesh, 2025
Emissions SIDRA Bangladesh
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