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Taqwa I. Alhadidi
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Journal Articles
- 2025
[j6]Mohamed Elkhouly
, Taqwa I. Alhadidi:
Ride-Sharing Determinants: Spatial and Spatio-Temporal Bayesian Analysis for Chicago Service in 2022. IEEE Access 13: 61440-61456 (2025)
[j5]Shadi Jaradat
, Nirmal Acharya
, Smitha Shivshankar, Taqwa I. Alhadidi
, Mohammed Elhenawy
:
AI for Data Quality Auditing: Detecting Mislabeled Work Zone Crashes Using Large Language Models. Algorithms 18(6): 317 (2025)
[j4]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. Comput. 13(6): 133 (2025)
[j3]Ahmad Abutahoun
, Taqwa I. Alhadidi, Nidhal Saada, Bushra Abutahoun:
Queue length estimation for signal controlling in a connected environment. Expert Syst. Appl. 273: 126900 (2025)- 2024
[j2]Taqwa I. Alhadidi, Ahmad H. Al-Omari
:
A FAHP-VIKOR model for evaluating single point interchange operational performance. Expert Syst. Appl. 248: 123386 (2024)
[j1]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)
Informal and Other Publications
- 2025
[i12]Mohammed Elhenawy, Huthaifa I. Ashqar, Andry Rakotonirainy, Taqwa I. Alhadidi, Ahmed Jaber, Mohammad Abu Tami:
Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding. CoRR abs/2501.05566 (2025)
[i11]Taqwa I. Alhadidi, Asmaa Alazmi
, Shadi Jaradat, Ahmed Jaber, Huthaifa I. Ashqar, Mohammed Elhenawy:
Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks. CoRR abs/2503.21956 (2025)
[i10]Mohammed Elhenawy, Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Jaber, Andry Rakotonirainy, Mohammad Abu Tami:
Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles. CoRR abs/2506.12232 (2025)- 2024
[i9]Roza Al-Hindaw, Taqwa I. Alhadidi, Mohammad Adas:
Evaluation and Optimization of Adaptive Cruise Control in Autonomous Vehicles using the CARLA Simulator: A Study on Performance under Wet and Dry Weather Conditions. CoRR abs/2405.01504 (2024)
[i8]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)
[i7]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)
[i6]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)
[i5]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)
[i4]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)
[i3]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)
[i2]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)
[i1]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)
Coauthor Index

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