Evaluation and Optimization of Adaptive Cruise Control in Autonomous Vehicles using the CARLA Simulator: A Study on Performance under Wet and Dry Weather Conditions. - Roza Al-Hindaw; Taqwa I. Alhadidi; Mohammad Adas (CoRR, 2024)

Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems. - Mohammed Elhenawy; Ahmed Abdelhay; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Shadi Jaradat; Ahmed Jaber; Sebastien Glaser; Andry Rakotonirainy (CoRR, 2024)

Automated Pavement Cracks Detection and Classification Using Deep Learning. - Selvia Nafaa; Hafsa Essam; Karim Ashour; Doaa Emad; Rana Mohamed; Mohammed Elhenawy; Huthaifa I. Ashqar; Abdallah A. Hassan; Taqwa I. Alhadidi (CoRR, 2024)

Advancing Roadway Sign Detection with YOLO Models and Transfer Learning. - Selvia Nafaa; Hafsa Essam; Karim Ashour; Doaa Emad; Rana Mohamed; Mohammed Elhenawy; Huthaifa I. Ashqar; Abdallah A. Hassan; Taqwa I. Alhadidi (CoRR, 2024)

Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics. - Shadi Jaradat; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Ahmed Hossain; Mohammed Elhenawy (CoRR, 2024)

Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition. - Taqwa I. Alhadidi; Ahmed Jaber; Shadi Jaradat; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2024)

The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications. - Huthaifa I. Ashqar; Taqwa I. Alhadidi; Mohammed Elhenawy; Nour O. Khanfar (CoRR, 2024)

A FAHP-VIKOR model for evaluating single point interchange operational performance. - Taqwa I. Alhadidi; Ahmad H. Al-Omari (Expert Syst. Appl., 2024)

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges. - Mohammed Elhenawy; Ahmad Abutahoun; Taqwa I. Alhadidi; Ahmed Jaber; Huthaifa I. Ashqar; Shadi Jaradat; Ahmed Abdelhay; Sebastien Glaser; Andry Rakotonirainy (Mach. Learn. Knowl. Extr., 2024)

Ride-Sharing Determinants: Spatial and Spatio-Temporal Bayesian Analysis for Chicago Service in 2022. - Mohamed Elkhouly; Taqwa I. Alhadidi (IEEE Access, 2025)

AI for Data Quality Auditing: Detecting Mislabeled Work Zone Crashes Using Large Language Models. - Shadi Jaradat; Nirmal Acharya; Smitha Shivshankar; Taqwa I. Alhadidi; Mohammed Elhenawy (Algorithms, 2025)

Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing. - Huthaifa I. Ashqar; Ahmed Jaber; Taqwa I. Alhadidi; Mohammed Elhenawy (Comput., 2025)

Queue length estimation for signal controlling in a connected environment. - Ahmad Abutahoun; Taqwa I. Alhadidi; Nidhal Saada; Bushra Abutahoun (Expert Syst. Appl., 2025)

Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding. - Mohammed Elhenawy; Huthaifa I. Ashqar; Andry Rakotonirainy; Taqwa I. Alhadidi; Ahmed Jaber; Mohammad Abu Tami (CoRR, 2025)

Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks. - Taqwa I. Alhadidi; Asmaa Alazmi; Shadi Jaradat; Ahmed Jaber; Huthaifa I. Ashqar; Mohammed Elhenawy (CoRR, 2025)

Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles. - Mohammed Elhenawy; Shadi Jaradat; Taqwa I. Alhadidi; Huthaifa I. Ashqar; Ahmed Jaber; Andry Rakotonirainy; Mohammad Abu Tami (CoRR, 2025)