Elhenawy, Mohammed
- Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges
2024/06/26 by Elhenawy, Mohammed, Abutahoun, Ahmad, Alhadidi, Taqwa I. +6 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems
2024/06/11 by Mohammed Elhenawy, Ahmed Abdelhay, Elhenawy, Mohammed +13 · 3 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
- A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings\n from the City of Austin, TX
2020/06/06 by Mohammed Almannaa, Almannaa, Mohammed Hamad, Huthaifa I. Ashqar +9 · 1 citation
Social Sciences · Engineering · #Urban Transport and Accessibility #Smart Parking Systems Research #Transportation and Mobility Innovations
- Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo
2024/05/03 by Masoud, Mahmoud, Abdelhay, Ahmed, Elhenawy, Mohammed · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics
2024/06/11 by Jaradat, Shadi, Alhadidi, Taqwa I., Ashqar, Huthaifa I. +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing
2024/09/26 by Huthaifa I. Ashqar, Ahmed Jaber, Ashqar, Huthaifa I. +5 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
- Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events
2024/06/19 by Mohammad Abu Tami, Tami, Mohammad Abu, Huthaifa I. Ashqar +3 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Traffic Prediction and Management Techniques
- Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding
2025/01/09 by Mohammed Elhenawy, Huthaifa I. Ashqar, Elhenawy, Mohammed +9 · 2 citations
Computer Science · #Multimodal Machine Learning Applications
- Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm
2024/11/16 by Sari Masri, Masri, Sari, Huthaifa I. Ashqar +3 · 1 citation
Engineering · #Computation and Language (cs.CL) #Computational Engineering #Computers and Society (cs.CY) #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Traffic Prediction and Management Techniques #and Science (cs.CE)
- Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios
2024/08/01 by Masri, Sari, Ashqar, Huthaifa I., Elhenawy, Mohammed · 1 citation
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition
2024/06/15 by Taqwa I. Alhadidi, Alhadidi, Taqwa, Ahmed Jaber +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Neural Networks and Applications #Vehicle License Plate Recognition
- Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language
2024/06/11 by Mohammad Sammoudi, Ahmad Habaybeh, Sammoudi, Mohammad +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning