Mohammed Elhenawy

82 papers A* 1C 3Journal 58Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI for Data Quality Auditing: Detecting Mislabeled Work Zone Crashes Using Large Language Models.
Algorithms
Shadi Jaradat, Nirmal Acharya, Smitha Shivshankar, Taqwa I. Alhadidi, Mohammed Elhenawy
2025 J jnl
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing.
Comput.
Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy
2025 J jnl
Employing Hybrid Pointer Networks With Deep Reinforcement Learning for Drone Routing in Delivery Using Public Transportation as Carriers.
IEEE Access
Mahmoud Masoud, Omar Ashraf Ibrahim, Mohammed Elhenawy
2025 J jnl
Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks.
CoRR
Taqwa I. Alhadidi, Asmaa Alazmi, Shadi Jaradat, Ahmed Jaber, Huthaifa I. Ashqar, Mohammed Elhenawy
2025 J jnl
Graph-Based Spatial-Temporal Attentive Network for Vehicle Trajectory Prediction in Automated Driving.
IEEE Trans. Intell. Transp. Syst.
Djamel Eddine Benrachou, Sebastien Glaser, Mohammed Elhenawy, Andry Rakotonirainy
2025 J jnl
HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices.
CoRR
Mohammad Abu Tami, Mohammed Elhenawy, Huthaifa I. Ashqar
2025 J jnl
Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos.
IEEE Open J. Comput. Soc.
Shadi Jaradat, Mohammed Elhenawy, Huthaifa I. Ashqar, Alexander Paz, Richi Nayak
2025 — conf
Leveraging Visual Language Models for Detecting Distracted Driving.
AutomotiveUI (Adjunct Proceedings)
Long Wang, Andry Rakotonirainy, Mohammed Elhenawy
2025 J jnl
Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends.
CoRR
Mohammad Abu Tami, Mohammed Elhenawy, Huthaifa I. Ashqar
2025 — conf
Road Train Detection and Decision Support Systems for Automated Vehicles using Deep Learning.
ITSC
Long Wang, Mahmoud Masoud, Mohammed Elhenawy, Sebastien Glaser
2025 J jnl
Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding.
CoRR
Mohammed Elhenawy, Huthaifa I. Ashqar, Andry Rakotonirainy, Taqwa I. Alhadidi, Ahmed Jaber, Mohammad Abu Tami
2025 J jnl
Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection.
CoRR
Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2025 J jnl
Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles.
CoRR
Mohammed Elhenawy, Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Jaber, Andry Rakotonirainy, Mohammad Abu Tami
2024 J jnl
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing.
CoRR
Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy
2024 J jnl
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning.
CoRR
Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
2024 J jnl
Automated Pavement Cracks Detection and Classification Using Deep Learning.
CoRR
Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
2024 J jnl
Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques.
CoRR
Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach.
Algorithms
Shadi Jaradat, Richi Nayak, Alexander Paz, Mohammed Elhenawy
2024 J jnl
Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo.
CoRR
Mahmoud Masoud, Ahmed Abdelhay, Mohammed Elhenawy
2024 J jnl
Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics.
CoRR
Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Hossain, Mohammed Elhenawy
2024 J jnl
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems.
CoRR
Mohammed Elhenawy, Ahmed Abdelhay, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Jaber, Sebastien Glaser, Andry Rakotonirainy
2024 J jnl
Improving Efficiency and Generalisability of Motion Predictions With Deep Multi-Agent Learning and Multi-Head Attention.
IEEE Trans. Intell. Transp. Syst.
Djamel Eddine Benrachou, Sebastien Glaser, Mohammed Elhenawy, Andry Rakotonirainy
2024 J jnl
Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm.
CoRR
Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios.
CoRR
Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition.
CoRR
Taqwa I. Alhadidi, Ahmed Jaber, Shadi Jaradat, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Prediction of Drivers' Red-Light Running Behaviour in Connected Vehicle Environments Using Deep Recurrent Neural Networks.
Mach. Learn. Knowl. Extr.
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Jack Pinnow, Mahmoud Masoud, Andry Rakotonirainy, Sebastien Glaser, Merle Wood, David Alderson
2024 J jnl
Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language.
CoRR
Mohammad Sammoudi, Ahmad Habaybeh, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications.
CoRR
Huthaifa I. Ashqar, Taqwa I. Alhadidi, Mohammed Elhenawy, Nour O. Khanfar
2024 J jnl
Traffic Estimation of Various Connected Vehicle Penetration Rates: Temporal Convolutional Network Approach.
IEEE Trans. Intell. Transp. Syst.
Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Marwan Bikdash
2024 J jnl
Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART.
CoRR
Sari Masri, Yaqeen Raddad, Fidaa Khandaqji, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events.
CoRR
Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
2024 J jnl
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges.
CoRR
Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy
2024 J jnl
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges.
Mach. Learn. Knowl. Extr.
Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy
2023 J jnl
Deep RNN Based Prediction of Driver's Intended Movements at Intersection Using Cooperative Awareness Messages.
IEEE Trans. Intell. Transp. Syst.
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Sebastien Glaser, Merle Wood, David Alderson
2022 J jnl
A Review on Drivers' Red Light Running Behavior Predictions and Technology Based Countermeasures.
IEEE Access
Md. Mostafizur Rahman Komol, Jack Pinnow, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
2022 J jnl
Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data.
CoRR
Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Mohammad A. Aljamal, Hesham A. Rakha, Marwan Bikdash
2022 J jnl
Network and station-level bike-sharing system prediction: a San Francisco bay area case study.
J. Intell. Transp. Syst.
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
2022 J jnl
Quality of Service Measure for Bike Sharing Systems.
IEEE Trans. Intell. Transp. Syst.
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2022 J jnl
Use of Social Interaction and Intention to Improve Motion Prediction Within Automated Vehicle Framework: A Review.
IEEE Trans. Intell. Transp. Syst.
Djamel Eddine Benrachou, Sebastien Glaser, Mohammed Elhenawy, Andry Rakotonirainy
2021 J jnl
A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems.
Sensors
Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Mahmoud Masoud, Shi Qiang Liu, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Hesham A. Rakha, Andry Rakotonirainy
2021 J jnl
A new algorithm for solving uncapacitated transportation problem with interval-defined demands and suppliers capacities.
J. Intell. Fuzzy Syst.
Zeinul Abdeen M. Silmi Juman, Mahmoud Masoud, Mohammed Elhenawy, Hanif Bhuiyan, Md. Mostafizur Rahman Komol, Olga Battaïa
2021 J jnl
Deep Transfer Learning Based Intersection Trajectory Movement Classification for Big Connected Vehicle Data.
IEEE Access
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy, Merle Wood, David Alderson
2021 J jnl
Hybrid Pointer Networks for Traveling Salesman Problems Optimization.
CoRR
Ahmed Stohy, Heba-Tullah Abdelhakam, Sayed Ali, Mohammed Elhenawy, Abdallah A. Hassan, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
2021 J jnl
Solving the Emergency Care Patient Pathway by a New Integrated Simulation-Optimisation Approach.
IEEE Access
Wahid Ghazi Allihaibi, Mahmoud Masoud, Mohammed Elhenawy, Shi Qiang Liu, John Burke, Azharul Karim
2020 J jnl
A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings from the City of Austin, TX.
CoRR
Mohammed Hamad Almannaa, Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham Rakha
2020 J jnl
A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction.
IEEE Access
Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
2020 J jnl
A Novel Supervised Clustering Algorithm for Transportation System Applications.
IEEE Trans. Intell. Transp. Syst.
Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha
2020 — conf
A Real-World Transport Scheduler Applied to Australian Sugarcane Industry.
ITSC
Mahmoud Masoud, Erhan Kozan, Shi Qiang Liu, Mohammed Elhenawy, Paul Corry, Robert L. Burdett, Andrea D'Ariano
2020 J jnl
A Review on Drivers Red Light Running and Turning Behaviour Prediction.
CoRR
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Andry Rakotonirainy
2020 J jnl
Deep Transfer Learning for Vulnerable Road Users Detection using Smartphone Sensors Data.
Remote. Sens.
Mohammed Elhenawy, Huthaifa I. Ashqar, Mahmoud Masoud, Mohammed H. Almannaa, Andry Rakotonirainy, Hesham A. Rakha
2020 J jnl
Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results.
CoRR
Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Mahmoud Masoud, Hesham A. Rakha, Andry Rakotonirainy
2020 J jnl
Modeling bike availability in a bike-sharing system using machine learning.
CoRR
Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
2020 J jnl
Modeling bike counts in a bike-sharing system considering the effect of weather conditions.
CoRR
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha
2020 J jnl
Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study.
CoRR
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
2020 A* conf
Self-Interruptions of Non-Driving Related Tasks in Automated Vehicles: Mobile vs Head-Up Display.
CHI
Michael A. Gerber, Ronald Schroeter, Xiaomeng Li, Mohammed Elhenawy
2020 J jnl
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains.
CoRR
Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2020 J jnl
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis.
CoRR
Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
2019 — conf
A New Mathematical Approach to Solve Bike Share System Station Imbalances Based On Portable Stations.
ITSC
Mohammed H. Almannaa, Mohammed Elhenawy, Mahmoud Masoud, Hesham A. Rakha
2019 J jnl
Heuristic Approaches to Solve E-Scooter Assignment Problem.
IEEE Access
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H. Almannaa, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
2019 J jnl
Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach.
CoRR
Mohammed Elhenawy, Arash Jahangiri, Hesham Rakha
2019 J jnl
Open-plan Glare Evaluator (OGE): A New Glare Prediction Model for Open-Plan Offices Using Machine Learning Algorithms.
CoRR
Ayman Wagdy, Veronica Garcia-Hansen, Mohammed Elhenawy, Gillian Isoardi, Robin Drogemuller, Fatma Fathy
2019 — conf
Optimal Assignment of e-scooter to Chargers.
ITSC
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H. Almannaa, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
2019 J jnl
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains.
IEEE Trans. Intell. Transp. Syst.
Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2019 J jnl
Topological Stability: a New Algorithm for Selecting The Nearest Neighbors in Non-Linear Dimensionality Reduction Techniques.
CoRR
Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
2019 — conf
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis.
ITSC
Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
2018 — conf
A Probabilistic Travel Time Modeling Approach Based on Spatiotemporal Speed Variations.
SMARTGREENS/VEHITS (Selected Papers)
Mohammed Elhenawy, Abdallah A. Hassan, Hesham A. Rakha
2018 — conf
C-ITS Safety Evaluation Methodology based on Cooperative Awareness Messages.
ITSC
Mohammed Elhenawy, Andy Bond, Andry Rakotonirainy
2018 — conf
Incremental Learning Models of Bike Counts at Bike Sharing Systems.
ITSC
Mohammed H. Almannaa, Mohammed Elhenawy, Feng Guo, Hesham A. Rakha
2018 C conf
Travel Time Modeling using Spatiotemporal Speed Variation and a Mixture of Linear Regressions.
VEHITS
Mohammed Elhenawy, Abdallah A. Hassan, Hesham A. Rakha
2017 — conf
A heuristic for rebalancing bike sharing systems based on a deferred acceptance algorithm.
MT-ITS
Mohammed Elhenawy, Hesham Rakha
2017 — conf
Bike share travel time modeling: San Francisco bay area case study.
MT-ITS
Ahmed Ghanem, Mohammed Elhenawy, Mohammed H. Almannaa, Huthaifa I. Ashqar, Hesham A. Rakha
2017 — conf
Modeling bike availability in a bike-sharing system using machine learning.
MT-ITS
Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
2017 — conf
Network-wide bike availability clustering using the college admission algorithm: A case study of San Francisco Bay area.
MT-ITS
Mohammed H. Almannaa, Mohammed Elhenawy, Ahmed Ghanem, Huthaifa I. Ashqar, Hesham A. Rakha
2016 C conf
A Unified Real-time Automatic Congestion Identification Model Considering Weather and Roadway Visibility Conditions.
VEHITS
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
2016 — conf
An Automatic Traffic Congestion Identification Algorithm Based on Mixture of Linear Regressions.
SMARTGREENS/VEHITS (Selected Papers)
Mohammed Elhenawy, Hesham Rakha, Hao Chen
2016 — conf
Investigating cyclist violations at signal-controlled intersections using naturalistic cycling data.
ITSC
Arash Jahangiri, Mohammed Elhenawy, Hesham Rakha, Thomas A. Dingus
2016 — conf
Stretch-wide traffic state prediction using discriminatively pre-trained deep neural networks.
ITSC
Mohammed Elhenawy, Hesham A. Rakha
2016 C conf
Traffic Stream Short-term State Prediction using Machine Learning Techniques.
VEHITS
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
2015 — conf
An Intersection Game-Theory-Based Traffic Control Algorithm in a Connected Vehicle Environment.
ITSC
Mohammed Elhenawy, Ahmed A. Elbery, Abdallah A. Hassan, Hesham A. Rakha
2013 — conf
An automated statistically-principled bottleneck identification algorithm (ASBIA).
ITSC
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
2012 — conf
A non-parametric approach for estimating stromal contamination in cancer samples.
GENSiPS
Mohammed Elhenawy, Xuchu Hou, Guoqiang Yu
2012 — conf
NMF based approach for finding recurrent aberrations in DNA copy number data.
GENSiPS
Mohammed Elhenawy, Guoqiang Yu