Mohammed Elhenawy

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 60

Top Topics

Traveling Salesman

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges. CoRR (2024)
Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
Automated Pavement Cracks Detection and Classification Using Deep Learning. CoRR (2024)
Huthaifa I. Ashqar, Taqwa I. Alhadidi, Mohammed Elhenawy, Nour O. Khanfar
The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications. CoRR (2024)
Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning. CoRR (2024)
Mohammad Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques. CoRR (2024)
Taqwa I. Alhadidi, Ahmed Jaber, Shadi Jaradat, Huthaifa I. Ashqar, Mohammed Elhenawy
Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition. CoRR (2024)
Djamel Eddine Benrachou, Sebastien Glaser, Mohammed Elhenawy, Andry Rakotonirainy
Improving Efficiency and Generalisability of Motion Predictions With Deep Multi-Agent Learning and Multi-Head Attention. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Mahmoud Masoud, Ahmed Abdelhay, Mohammed Elhenawy
Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo. CoRR (2024)
Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Marwan Bikdash
Traffic Estimation of Various Connected Vehicle Penetration Rates: Temporal Convolutional Network Approach. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Mohammad Sammoudi, Ahmad Habaybeh, Huthaifa I. Ashqar, Mohammed Elhenawy
Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language. CoRR (2024)
Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Hossain, Mohammed Elhenawy
Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics. CoRR (2024)
Sari Masri, Yaqeen Raddad, Fidaa Khandaqji, Huthaifa I. Ashqar, Mohammed Elhenawy
Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART. CoRR (2024)
Mohammed Elhenawy, Ahmed Abdelhay, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Jaber, Sebastien Glaser, Andry Rakotonirainy
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems. CoRR (2024)
Shadi Jaradat, Richi Nayak, Alexander Paz, Mohammed Elhenawy
Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach. Algorithms 17 (7) (2024)
Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events. CoRR (2024)
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Sebastien Glaser, Merle Wood, David Alderson
Deep RNN Based Prediction of Driver's Intended Movements at Intersection Using Cooperative Awareness Messages. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Djamel Eddine Benrachou, Sebastien Glaser, Mohammed Elhenawy, Andry Rakotonirainy
Use of Social Interaction and Intention to Improve Motion Prediction Within Automated Vehicle Framework: A Review. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
Quality of Service Measure for Bike Sharing Systems. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
Network and station-level bike-sharing system prediction: a San Francisco bay area case study. J. Intell. Transp. Syst. 26 (5) (2022)
Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Mohammad A. Aljamal, Hesham A. Rakha, Marwan Bikdash
Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data. CoRR (2022)
Md. Mostafizur Rahman Komol, Jack Pinnow, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
A Review on Drivers' Red Light Running Behavior Predictions and Technology Based Countermeasures. IEEE Access 10 (2022)
Zeinul Abdeen M. Silmi Juman, Mahmoud Masoud, Mohammed Elhenawy, Hanif Bhuiyan, Md. Mostafizur Rahman Komol, Olga Battaïa
A new algorithm for solving uncapacitated transportation problem with interval-defined demands and suppliers capacities. J. Intell. Fuzzy Syst. 41 (1) (2021)
Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Mahmoud Masoud, Shi Qiang Liu, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Hesham A. Rakha, Andry Rakotonirainy
A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems. Sensors 21 (14) (2021)
Ahmed Stohy, Heba-Tullah Abdelhakam, Sayed Ali, Mohammed Elhenawy, Abdallah A. Hassan, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
Hybrid Pointer Networks for Traveling Salesman Problems Optimization. CoRR (2021)
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy, Merle Wood, David Alderson
Deep Transfer Learning Based Intersection Trajectory Movement Classification for Big Connected Vehicle Data. IEEE Access 9 (2021)
Wahid Ghazi Allihaibi, Mahmoud Masoud, Mohammed Elhenawy, Shi Qiang Liu, John Burke, Azharul Karim
Solving the Emergency Care Patient Pathway by a New Integrated Simulation-Optimisation Approach. IEEE Access 9 (2021)
Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
Modeling bike availability in a bike-sharing system using machine learning. CoRR (2020)
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha
Modeling bike counts in a bike-sharing system considering the effect of weather conditions. CoRR (2020)
Michael A. Gerber, Ronald Schroeter, Xiaomeng Li, Mohammed Elhenawy
Self-Interruptions of Non-Driving Related Tasks in Automated Vehicles: Mobile vs Head-Up Display. CHI (2020)
Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study. CoRR (2020)
Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains. CoRR (2020)
Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. CoRR (2020)
Mohammed Hamad Almannaa, Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham Rakha
A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings from the City of Austin, TX. CoRR (2020)
Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha
A Novel Supervised Clustering Algorithm for Transportation System Applications. IEEE Trans. Intell. Transp. Syst. 21 (1) (2020)
Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Mahmoud Masoud, Hesham A. Rakha, Andry Rakotonirainy
Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results. CoRR (2020)
Mohammed Elhenawy, Huthaifa I. Ashqar, Mahmoud Masoud, Mohammed H. Almannaa, Andry Rakotonirainy, Hesham A. Rakha
Deep Transfer Learning for Vulnerable Road Users Detection using Smartphone Sensors Data. Remote. Sens. 12 (21) (2020)
Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction. IEEE Access 8 (2020)
Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Andry Rakotonirainy
A Review on Drivers Red Light Running and Turning Behaviour Prediction. CoRR (2020)
Mahmoud Masoud, Erhan Kozan, Shi Qiang Liu, Mohammed Elhenawy, Paul Corry, Robert L. Burdett, Andrea D'Ariano
A Real-World Transport Scheduler Applied to Australian Sugarcane Industry. ITSC (2020)
Mohammed Elhenawy, Mahmoud Masoud, Sebastien Glaser, Andry Rakotonirainy
Topological Stability: a New Algorithm for Selecting The Nearest Neighbors in Non-Linear Dimensionality Reduction Techniques. CoRR (2019)
Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. ITSC (2019)
Mohammed H. Almannaa, Mohammed Elhenawy, Mahmoud Masoud, Hesham A. Rakha
A New Mathematical Approach to Solve Bike Share System Station Imbalances Based On Portable Stations. ITSC (2019)
Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains. IEEE Trans. Intell. Transp. Syst. 20 (1) (2019)
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H. Almannaa, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
Optimal Assignment of e-scooter to Chargers. ITSC (2019)
Mohammed Elhenawy, Arash Jahangiri, Hesham Rakha
Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach. CoRR (2019)
Mahmoud Masoud, Mohammed Elhenawy, Mohammed H. Almannaa, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
Heuristic Approaches to Solve E-Scooter Assignment Problem. IEEE Access 7 (2019)
Ayman Wagdy, Veronica Garcia-Hansen, Mohammed Elhenawy, Gillian Isoardi, Robin Drogemuller, Fatma Fathy
Open-plan Glare Evaluator (OGE): A New Glare Prediction Model for Open-Plan Offices Using Machine Learning Algorithms. CoRR (2019)
Mohammed H. Almannaa, Mohammed Elhenawy, Feng Guo, Hesham A. Rakha
Incremental Learning Models of Bike Counts at Bike Sharing Systems. ITSC (2018)
Mohammed Elhenawy, Abdallah A. Hassan, Hesham A. Rakha
A Probabilistic Travel Time Modeling Approach Based on Spatiotemporal Speed Variations. SMARTGREENS/VEHITS (Selected Papers) (2018)
Mohammed Elhenawy, Andy Bond, Andry Rakotonirainy
C-ITS Safety Evaluation Methodology based on Cooperative Awareness Messages. ITSC (2018)
Mohammed Elhenawy, Abdallah A. Hassan, Hesham A. Rakha
Travel Time Modeling using Spatiotemporal Speed Variation and a Mixture of Linear Regressions. VEHITS (2018)
Mohammed H. Almannaa, Mohammed Elhenawy, Ahmed Ghanem, Huthaifa I. Ashqar, Hesham A. Rakha
Network-wide bike availability clustering using the college admission algorithm: A case study of San Francisco Bay area. MT-ITS (2017)
Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
Modeling bike availability in a bike-sharing system using machine learning. MT-ITS (2017)
Ahmed Ghanem, Mohammed Elhenawy, Mohammed H. Almannaa, Huthaifa I. Ashqar, Hesham A. Rakha
Bike share travel time modeling: San Francisco bay area case study. MT-ITS (2017)
Mohammed Elhenawy, Hesham Rakha
A heuristic for rebalancing bike sharing systems based on a deferred acceptance algorithm. MT-ITS (2017)
Mohammed Elhenawy, Hesham A. Rakha
Stretch-wide traffic state prediction using discriminatively pre-trained deep neural networks. ITSC (2016)
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
A Unified Real-time Automatic Congestion Identification Model Considering Weather and Roadway Visibility Conditions. VEHITS (2016)
Mohammed Elhenawy, Hesham Rakha, Hao Chen
An Automatic Traffic Congestion Identification Algorithm Based on Mixture of Linear Regressions. SMARTGREENS/VEHITS (Selected Papers) (2016)
Arash Jahangiri, Mohammed Elhenawy, Hesham Rakha, Thomas A. Dingus
Investigating cyclist violations at signal-controlled intersections using naturalistic cycling data. ITSC (2016)
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
Traffic Stream Short-term State Prediction using Machine Learning Techniques. VEHITS (2016)
Mohammed Elhenawy, Ahmed A. Elbery, Abdallah A. Hassan, Hesham A. Rakha
An Intersection Game-Theory-Based Traffic Control Algorithm in a Connected Vehicle Environment. ITSC (2015)
Mohammed Elhenawy, Hesham A. Rakha, Hao Chen
An automated statistically-principled bottleneck identification algorithm (ASBIA). ITSC (2013)
Mohammed Elhenawy, Xuchu Hou, Guoqiang Yu
A non-parametric approach for estimating stromal contamination in cancer samples. GENSiPS (2012)
Mohammed Elhenawy, Guoqiang Yu
NMF based approach for finding recurrent aberrations in DNA copy number data. GENSiPS (2012)