default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMohammed Elhenawy
Person information
Other persons with a similar name
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j18]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)- [j17]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. Mach. Learn. Knowl. Extr. 6(3): 1894-1921 (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) - [i27]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) - [i26]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) - [i25]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) - [i24]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) - [i23]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) - [i22]Mohammad Tami, Huthaifa I. Ashqar, Mohammed Elhenawy:
Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques. CoRR abs/2406.08520 (2024) - [i21]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) - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]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) - [i15]Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy:
Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios. CoRR abs/2408.00948 (2024) - [i14]Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy:
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing. CoRR abs/2409.18286 (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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-22 20:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
