A non-parametric approach for estimating stromal contamination in cancer samples. - Mohammed Elhenawy; Xuchu Hou; Guoqiang Yu (GENSiPS, 2012)

NMF based approach for finding recurrent aberrations in DNA copy number data. - Mohammed Elhenawy; Guoqiang Yu (GENSiPS, 2012)

An automated statistically-principled bottleneck identification algorithm (ASBIA). - Mohammed Elhenawy; Hesham A. Rakha; Hao Chen 100 (ITSC, 2013)

An Intersection Game-Theory-Based Traffic Control Algorithm in a Connected Vehicle Environment. - Mohammed Elhenawy; Ahmed A. Elbery; Abdallah A. Hassan; Hesham A. Rakha (ITSC, 2015)

Stretch-wide traffic state prediction using discriminatively pre-trained deep neural networks. - Mohammed Elhenawy; Hesham A. Rakha (ITSC, 2016)

Investigating cyclist violations at signal-controlled intersections using naturalistic cycling data. - Arash Jahangiri; Mohammed Elhenawy; Hesham Rakha; Thomas A. Dingus (ITSC, 2016)

An Automatic Traffic Congestion Identification Algorithm Based on Mixture of Linear Regressions. - Mohammed Elhenawy; Hesham Rakha; Hao Chen 100 (SMARTGREENS/VEHITS (Selected Papers), 2016)

A Unified Real-time Automatic Congestion Identification Model Considering Weather and Roadway Visibility Conditions. - Mohammed Elhenawy; Hesham A. Rakha; Hao Chen 100 (VEHITS, 2016)

Traffic Stream Short-term State Prediction using Machine Learning Techniques. - Mohammed Elhenawy; Hesham A. Rakha; Hao Chen 100 (VEHITS, 2016)

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 (MT-ITS, 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 (MT-ITS, 2017)

A heuristic for rebalancing bike sharing systems based on a deferred acceptance algorithm. - Mohammed Elhenawy; Hesham Rakha (MT-ITS, 2017)

Bike share travel time modeling: San Francisco bay area case study. - Ahmed Ghanem; Mohammed Elhenawy; Mohammed H. Almannaa; Huthaifa I. Ashqar; Hesham A. Rakha (MT-ITS, 2017)

Incremental Learning Models of Bike Counts at Bike Sharing Systems. - Mohammed H. Almannaa; Mohammed Elhenawy; Feng Guo; Hesham A. Rakha (ITSC, 2018)

C-ITS Safety Evaluation Methodology based on Cooperative Awareness Messages. - Mohammed Elhenawy; Andy Bond; Andry Rakotonirainy (ITSC, 2018)

A Probabilistic Travel Time Modeling Approach Based on Spatiotemporal Speed Variations. - Mohammed Elhenawy; Abdallah A. Hassan; Hesham A. Rakha (SMARTGREENS/VEHITS (Selected Papers), 2018)

Travel Time Modeling using Spatiotemporal Speed Variation and a Mixture of Linear Regressions. - Mohammed Elhenawy; Abdallah A. Hassan; Hesham A. Rakha (VEHITS, 2018)

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 (ITSC, 2019)

Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. - Huthaifa I. Ashqar; Mohammed Elhenawy; Mahmoud Masoud; Andry Rakotonirainy; Hesham A. Rakha (ITSC, 2019)

Optimal Assignment of e-scooter to Chargers. - Mahmoud Masoud; Mohammed Elhenawy; Mohammed H. Almannaa; Shi Qiang Liu; Sebastien Glaser; Andry Rakotonirainy (ITSC, 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, 2019)

Open-plan Glare Evaluator (OGE): A New Glare Prediction Model for Open-Plan Offices Using Machine Learning Algorithms. - Ayman Wagdy; Veronica Garcia-Hansen; Mohammed Elhenawy; Gillian Isoardi; Robin Drogemuller; Fatma Fathy (CoRR, 2019)

Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach. - Mohammed Elhenawy; Arash Jahangiri; Hesham Rakha (CoRR, 2019)

Topological Stability: a New Algorithm for Selecting The Nearest Neighbors in Non-Linear Dimensionality Reduction Techniques. - Mohammed Elhenawy; Mahmoud Masoud; Sebastien Glaser; Andry Rakotonirainy (CoRR, 2019)

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 Trans. Intell. Transp. Syst., 2019)

Self-Interruptions of Non-Driving Related Tasks in Automated Vehicles: Mobile vs Head-Up Display. - Michael A. Gerber; Ronald Schroeter; Xiaomeng Li 002; Mohammed Elhenawy (CHI, 2020)

A Real-World Transport Scheduler Applied to Australian Sugarcane Industry. - Mahmoud Masoud; Erhan Kozan; Shi Qiang Liu; Mohammed Elhenawy; Paul Corry; Robert L. Burdett; Andrea D'Ariano (ITSC, 2020)

A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction. - Mohammed Elhenawy; Mahmoud Masoud; Sebastien Glaser; Andry Rakotonirainy (IEEE Access, 2020)

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 (CoRR, 2020)

Modeling bike counts in a bike-sharing system considering the effect of weather conditions. - Huthaifa I. Ashqar; Mohammed Elhenawy; Hesham A. Rakha (CoRR, 2020)

Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results. - Mohammed Elhenawy; Md. Mostafizur Rahman Komol; Huthaifa I. Ashqar; Mohammed Hamad Almannaa; Mahmoud Masoud; Hesham A. Rakha; Andry Rakotonirainy (CoRR, 2020)

A Review on Drivers Red Light Running and Turning Behaviour Prediction. - Md. Mostafizur Rahman Komol; Mohammed Elhenawy; Shamsunnahar Yasmin; Mahmoud Masoud; Andry Rakotonirainy (CoRR, 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. Sens., 2020)

A Novel Supervised Clustering Algorithm for Transportation System Applications. - Mohammed H. Almannaa; Mohammed Elhenawy; Hesham A. Rakha (IEEE Trans. Intell. Transp. Syst., 2020)

Solving the Emergency Care Patient Pathway by a New Integrated Simulation-Optimisation Approach. - Wahid Ghazi Allihaibi; Mahmoud Masoud; Mohammed Elhenawy; Shi Qiang Liu; John Burke; Azharul Karim (IEEE Access, 2021)

Deep Transfer Learning Based Intersection Trajectory Movement Classification for Big Connected Vehicle Data. - Md. Mostafizur Rahman Komol; Mohammed Elhenawy; Mahmoud Masoud; Sebastien Glaser; Andry Rakotonirainy; Merle Wood; David Alderson (IEEE Access, 2021)

Hybrid Pointer Networks for Traveling Salesman Problems Optimization. - Ahmed Stohy; Heba-Tullah Abdelhakam; Sayed Ali; Mohammed Elhenawy; Abdallah A. Hassan; Mahmoud Masoud; Sebastien Glaser; Andry Rakotonirainy (CoRR, 2021)

A new algorithm for solving uncapacitated transportation problem with interval-defined demands and suppliers capacities. - Zeinul Abdeen M. Silmi Juman; Mahmoud Masoud; Mohammed Elhenawy; Hanif Bhuiyan; Md. Mostafizur Rahman Komol; Olga Battaïa (J. Intell. Fuzzy Syst., 2021)

A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems. - Mohammed Elhenawy; Md. Mostafizur Rahman Komol; Mahmoud Masoud; Shi Qiang Liu; Huthaifa I. Ashqar; Mohammed Hamad Almannaa; Hesham A. Rakha; Andry Rakotonirainy (Sensors, 2021)

A Review on Drivers' Red Light Running Behavior Predictions and Technology Based Countermeasures. - Md. Mostafizur Rahman Komol; Jack Pinnow; Mohammed Elhenawy; Shamsunnahar Yasmin; Mahmoud Masoud; Sebastien Glaser; Andry Rakotonirainy (IEEE Access, 2022)

Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data. - Mujahid I. Ashqer; Huthaifa I. Ashqar; Mohammed Elhenawy; Mohammed H. Almannaa; Mohammad A. Aljamal; Hesham A. Rakha; Marwan Bikdash (CoRR, 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 H. Almannaa; Leanna House (J. Intell. Transp. Syst., 2022)

Quality of Service Measure for Bike Sharing Systems. - Huthaifa I. Ashqar; Mohammed Elhenawy; Hesham A. Rakha; Leanna House (IEEE Trans. Intell. Transp. Syst., 2022)

Use of Social Interaction and Intention to Improve Motion Prediction Within Automated Vehicle Framework: A Review. - Djamel Eddine Benrachou; Sebastien Glaser; Mohammed Elhenawy; Andry Rakotonirainy (IEEE Trans. Intell. Transp. Syst., 2022)

Deep RNN Based Prediction of Driver's Intended Movements at Intersection Using Cooperative Awareness Messages. - Md. Mostafizur Rahman Komol; Mohammed Elhenawy; Mahmoud Masoud; Andry Rakotonirainy; Sebastien Glaser; Merle Wood; David Alderson (IEEE Trans. Intell. Transp. Syst., 2023)

Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo. - Mahmoud Masoud; Ahmed Abdelhay; Mohammed Elhenawy (CoRR, 2024)

Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems. - Mohammed Elhenawy; Ahmed Abdelhay; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Shadi Jaradat; Ahmed Jaber; Sebastien Glaser; Andry Rakotonirainy (CoRR, 2024)

Automated Pavement Cracks Detection and Classification Using Deep Learning. - Selvia Nafaa; Hafsa Essam; Karim Ashour; Doaa Emad; Rana Mohamed; Mohammed Elhenawy; Huthaifa I. Ashqar; Abdallah A. Hassan; Taqwa I. Alhadidi (CoRR, 2024)

Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART. - Sari Masri; Yaqeen Raddad; Fidaa Khandaqji; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language. - Mohammad Sammoudi; Ahmad Habaybeh; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques. - Mohammad Abu Tami; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Advancing Roadway Sign Detection with YOLO Models and Transfer Learning. - Selvia Nafaa; Hafsa Essam; Karim Ashour; Doaa Emad; Rana Mohamed; Mohammed Elhenawy; Huthaifa I. Ashqar; Abdallah A. Hassan; Taqwa I. Alhadidi (CoRR, 2024)

Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics. - Shadi Jaradat; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Ahmed Hossain; Mohammed Elhenawy (CoRR, 2024)

Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition. - Taqwa I. Alhadidi; Ahmed Jaber; Shadi Jaradat; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events. - Mohammad Abu Tami; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications. - Huthaifa I. Ashqar; Taqwa I. Alhadidi; Mohammed Elhenawy; Nour O. Khanfar (CoRR, 2024)

Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios. - Sari Masri; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing. - Huthaifa I. Ashqar; Ahmed Jaber; Taqwa I. Alhadidi; Mohammed Elhenawy (CoRR, 2024)

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm. - Sari Masri; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

Prediction of Drivers' Red-Light Running Behaviour in Connected Vehicle Environments Using Deep Recurrent Neural Networks. - Md. Mostafizur Rahman Komol; Mohammed Elhenawy; Jack Pinnow; Mahmoud Masoud; Andry Rakotonirainy; Sebastien Glaser; Merle Wood; David Alderson (Mach. Learn. Knowl. Extr., 2024)

Traffic Estimation of Various Connected Vehicle Penetration Rates: Temporal Convolutional Network Approach. - Mujahid I. Ashqer; Huthaifa I. Ashqar; Mohammed Elhenawy; Hesham A. Rakha; Marwan Bikdash (IEEE Trans. Intell. Transp. Syst., 2024)

Improving Efficiency and Generalisability of Motion Predictions With Deep Multi-Agent Learning and Multi-Head Attention. - Djamel Eddine Benrachou; Sebastien Glaser; Mohammed Elhenawy; Andry Rakotonirainy (IEEE Trans. Intell. Transp. Syst., 2024)

Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach. - Shadi Jaradat; Richi Nayak; Alexander Paz; Mohammed Elhenawy (Algorithms, 2024)

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges. - Mohammed Elhenawy; Ahmad Abutahoun; Taqwa I. Alhadidi; Ahmed Jaber; Huthaifa I. Ashqar; Shadi Jaradat; Ahmed Abdelhay; Sebastien Glaser; Andry Rakotonirainy (Mach. Learn. Knowl. Extr., 2024)

Employing Hybrid Pointer Networks With Deep Reinforcement Learning for Drone Routing in Delivery Using Public Transportation as Carriers. - Mahmoud Masoud; Omar Ashraf Ibrahim; Mohammed Elhenawy (IEEE Access, 2025)

Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos. - Shadi Jaradat; Mohammed Elhenawy; Huthaifa I. Ashqar; Alexander Paz; Richi Nayak (IEEE Open J. Comput. Soc., 2025)

Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding. - Mohammed Elhenawy; Huthaifa I. Ashqar; Andry Rakotonirainy; Taqwa I. Alhadidi; Ahmed Jaber; Mohammad Abu Tami (CoRR, 2025)

HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices. - Mohammad Abu Tami; Mohammed Elhenawy; Huthaifa I. Ashqar (CoRR, 2025)

Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection. - Sari Masri; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2025)

Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks. - Taqwa I. Alhadidi; Asmaa Alazmi; Shadi Jaradat; Ahmed Jaber; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2025)

Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends. - Mohammad Abu Tami; Mohammed Elhenawy; Huthaifa I. Ashqar (CoRR, 2025)

Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles. - Mohammed Elhenawy; Shadi Jaradat; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Ahmed Jaber; Andry Rakotonirainy; Mohammad Abu Tami (CoRR, 2025)