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Mohammed Elhenawy
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2020 – today
- 2024
- [j17]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): 284 (2024) - [j16]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): 4326-4334 (2024) - [j15]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): 5356-5373 (2024) - [i25]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 abs/2405.01997 (2024) - [i24]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 abs/2406.06865 (2024) - [i23]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 abs/2406.07674 (2024) - [i22]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 abs/2406.07692 (2024) - [i21]Mohammad Sammoudi, Ahmad Habaybeh, Huthaifa I. Ashqar
, Mohammed Elhenawy:
Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language. CoRR abs/2406.08519 (2024) - [i20]Mohammad Tami, Huthaifa I. Ashqar
, Mohammed Elhenawy:
Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques. CoRR abs/2406.08520 (2024) - [i19]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 abs/2406.09437 (2024) - [i18]Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Hossain, Mohammed Elhenawy:
Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics. CoRR abs/2406.09438 (2024) - [i17]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 abs/2406.10712 (2024) - [i16]Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy:
Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events. CoRR abs/2406.13894 (2024) - [i15]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 abs/2406.13898 (2024) - [i14]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 abs/2407.00092 (2024) - 2023
- [j14]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): 6902-6921 (2023) - 2022
- [j13]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: 25309-25326 (2022) - [j12]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): 602-612 (2022) - [j11]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): 15841-15849 (2022) - [j10]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): 22807-22837 (2022) - [i13]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 abs/2207.08025 (2022) - 2021
- [j9]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: 100895-100910 (2021) - [j8]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: 141830-141842 (2021) - [j7]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): 625-637 (2021) - [j6]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): 4636 (2021) - [i12]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 abs/2110.03104 (2021) - 2020
- [j5]Mohammed Elhenawy
, Mahmoud Masoud
, Sebastien Glaser
, Andry Rakotonirainy
:
A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction. IEEE Access 8: 33898-33908 (2020) - [j4]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): 3508 (2020) - [j3]Mohammed H. Almannaa
, Mohammed Elhenawy
, Hesham A. Rakha
:
A Novel Supervised Clustering Algorithm for Transportation System Applications. IEEE Trans. Intell. Transp. Syst. 21(1): 222-232 (2020) - [c22]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: 1-9 - [c21]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: 1-6 - [i11]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 abs/2006.04033 (2020) - [i10]Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha:
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. CoRR abs/2006.06941 (2020) - [i9]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 abs/2006.06945 (2020) - [i8]Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha:
Modeling bike counts in a bike-sharing system considering the effect of weather conditions. CoRR abs/2006.07563 (2020) - [i7]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 abs/2006.08352 (2020) - [i6]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 abs/2007.15585 (2020) - [i5]Md. Mostafizur Rahman Komol, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Andry Rakotonirainy:
A Review on Drivers Red Light Running and Turning Behaviour Prediction. CoRR abs/2008.06727 (2020) - [i4]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 abs/2009.09367 (2020)
2010 – 2019
- 2019
- [j2]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: 175093-175105 (2019) - [j1]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): 244-252 (2019) - [c20]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: 1054-1059 - [c19]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: 1721-1726 - [c18]Mahmoud Masoud
, Mohammed Elhenawy
, Mohammed H. Almannaa
, Shi Qiang Liu, Sebastien Glaser, Andry Rakotonirainy
:
Optimal Assignment of e-scooter to Chargers. ITSC 2019: 4204-4209 - [i3]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 abs/1910.05594 (2019) - [i2]Mohammed Elhenawy, Arash Jahangiri, Hesham Rakha:
Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach. CoRR abs/1911.04954 (2019) - [i1]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 abs/1911.05312 (2019) - 2018
- [c17]Mohammed Elhenawy
, Andy Bond, Andry Rakotonirainy
:
C-ITS Safety Evaluation Methodology based on Cooperative Awareness Messages. ITSC 2018: 2471-2477 - [c16]Mohammed H. Almannaa
, Mohammed Elhenawy
, Feng Guo, Hesham A. Rakha
:
Incremental Learning Models of Bike Counts at Bike Sharing Systems. ITSC 2018: 3712-3717 - [c15]Mohammed Elhenawy
, Abdallah A. Hassan, Hesham A. Rakha
:
A Probabilistic Travel Time Modeling Approach Based on Spatiotemporal Speed Variations. SMARTGREENS/VEHITS (Selected Papers) 2018: 351-366 - [c14]Mohammed Elhenawy
, Abdallah A. Hassan, Hesham A. Rakha:
Travel Time Modeling using Spatiotemporal Speed Variation and a Mixture of Linear Regressions. VEHITS 2018: 113-120 - 2017
- [c13]Mohammed Elhenawy
, Hesham Rakha
:
A heuristic for rebalancing bike sharing systems based on a deferred acceptance algorithm. MT-ITS 2017: 188-193 - [c12]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: 374-378 - [c11]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: 580-585 - [c10]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: 586-591 - 2016
- [c9]Mohammed Elhenawy
, Hesham A. Rakha
:
Stretch-wide traffic state prediction using discriminatively pre-trained deep neural networks. ITSC 2016: 1065-1070 - [c8]Arash Jahangiri, Mohammed Elhenawy
, Hesham Rakha
, Thomas A. Dingus:
Investigating cyclist violations at signal-controlled intersections using naturalistic cycling data. ITSC 2016: 2619-2624 - [c7]Mohammed Elhenawy
, Hesham Rakha
, Hao Chen:
An Automatic Traffic Congestion Identification Algorithm Based on Mixture of Linear Regressions. SMARTGREENS/VEHITS (Selected Papers) 2016: 242-256 - [c6]Mohammed Elhenawy
, Hesham A. Rakha, Hao Chen:
A Unified Real-time Automatic Congestion Identification Model Considering Weather and Roadway Visibility Conditions. VEHITS 2016: 39-48 - [c5]Mohammed Elhenawy
, Hesham A. Rakha, Hao Chen:
Traffic Stream Short-term State Prediction using Machine Learning Techniques. VEHITS 2016: 124-129 - 2015
- [c4]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: 343-347 - 2013
- [c3]Mohammed Elhenawy
, Hesham A. Rakha
, Hao Chen:
An automated statistically-principled bottleneck identification algorithm (ASBIA). ITSC 2013: 1846-1851 - 2012
- [c2]Mohammed Elhenawy
, Guoqiang Yu:
NMF based approach for finding recurrent aberrations in DNA copy number data. GENSiPS 2012: 82-85 - [c1]Mohammed Elhenawy
, Xuchu Hou, Guoqiang Yu:
A non-parametric approach for estimating stromal contamination in cancer samples. GENSiPS 2012: 126-129
Coauthor Index
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last updated on 2024-08-27 22:01 CEST by the dblp team
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