| Multitask learning for crash analysis: A fine-tuned llm framework using twitter data S Jaradat, R Nayak, A Paz, HI Ashqar, M Elhenawy Smart Cities 7 (5), 2422-2465, 2024 | 15 | 2024 |
| Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics S Jaradat, TI Alhadidi, HI Ashqar, A Hossain, M Elhenawy arXiv preprint arXiv:2406.09438, 2024 | 7 | 2024 |
| Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach S Jaradat, R Nayak, A Paz, M Elhenawy Algorithms 17 (7), 284, 2024 | 7 | 2024 |
| Factors affecting crash severity in Roundabouts: A comprehensive analysis in the Jordanian context HI Ashqar, TI Alhadidi, M Elhenawy, S Jaradat Transportation Engineering 17, 100261, 2024 | 6 | 2024 |
| Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges SGAR Mohammed Elhenawy , Ahmad Abutahoun , Taqwa I. Alhadidi , Ahmed Jaber ... Machine Learning & Knowlege Extraction 6, 2024 | 6* | 2024 |
| Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition T Alhadidi, A Jaber, S Jaradat, HI Ashqar, M Elhenawy arXiv preprint arXiv:2406.10712, 2024 | 5 | 2024 |
| Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems M Elhenawy, A Abdelhay, TI Alhadidi, HI Ashqar, S Jaradat, A Jaber, ... arXiv preprint arXiv:2406.06865, 2024 | 2 | 2024 |
| Explainable Language Models For The Identification Of Factors Influencing Crash Severity Levels In Imbalanced Datasets S Jaradat, R Nayak, M Elhenawy Proceedings of the 2024 3rd International Conference on Computing and …, 2024 | 2 | 2024 |
| Cyberattack detection on SWaT plant industrial control systems using machine learning S Jaradat, MM Komol, M Elhenawy, N Dong Artif. Intell. Auto. Syst, 2024 | 1 | 2024 |
| Multimodal data fusion (mdf) for tabular and textual data: A zero-shot, few-shots, and fine-tuning of gpt models S Jaradat, M Elhenawy, R Nayak, A Paz, HI Ashqar, S Glaser Few-Shots, and Fine-Tuning of GPT Models, 0 | 1 | |
| Cross-Cultural Crash Pattern Analysis: Leveraging Bert for Text Classification and Topic Modeling in the United States and Jordan S Jaradat, M Elhenawy, A Paz, R Nayak, HI Ashqar, T Alhadidi Available at SSRN 4936053, 0 | 1 | |
| A Cross-Cultural Crash Pattern Analysis in the United States and Jordan Using BERT and SHAP S Jaradat, M Elhenawy, A Paz, TI Alhadidi, HI Ashqar, R Nayak Electronics 14 (2), 272, 2025 | | 2025 |
| Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos S Jaradat, M Elhenawy, HI Ashqar, A Paz, R Nayak IEEE Open Journal of the Computer Society, 2025 | | 2025 |
| Advanced Traffic Safety Analysis: Leveraging Deep Learning and Large Language Models for Near-Crash Detection in Crowdsourced Videos S Jaradat, R Nayak, M Elhenawy Proceedings of the Future Technologies Conference, 495-513, 2024 | | 2024 |
| Cyber Attacks Classification for Industrial Control Systems (ICSs) using Artificial Intelligence ND Shadi Jaradat rtificial Intelligence and Autonomous Systems 2 (2024), 2021 | | 2021 |
Mohammed ElhenawyQueensland University of Technology/CARRS-Q/Centre for Data ScienceBestätigte E-Mail-Adresse bei qut.edu.au