Huthaifa I. Ashqar

77 papers Journal 66Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A software for predicting Pavement Condition Index (PCI) using machine learning for practical decision‑making with an exclusion approach. SoftwareX Huthaifa I. Ashqar, Amjad Issa, Sari Masri
2025	J	`jnl`	Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing. Comput. Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy
2025	J	`jnl`	Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity. CoRR Ayat A. Najjar, Huthaifa I. Ashqar, Omar A. Darwish, Eman M. Hammad
2025	J	`jnl`	Enhanced Detection of Intrusion Detection System in Cloud Networks Using Time-Aware and Deep Learning Techniques. Comput. Nima Terawi, Huthaifa I. Ashqar, Omar A. Darwish, Anas M. R. Alsobeh, Plamen Z. Zahariev, Yahya M. Tashtoush
2025	J	`jnl`	Enhancing Mathematics Learning for Hard-of-Hearing Students Through Real-Time Palestinian Sign Language Recognition: A New Dataset. CoRR Fidaa Khandaqji, Huthaifa I. Ashqar, Abdelrahem Atawnih
2025	J	`jnl`	Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks. CoRR Taqwa I. Alhadidi, Asmaa Alazmi, Shadi Jaradat, Ahmed Jaber, Huthaifa I. Ashqar, Mohammed Elhenawy
2025	J	`jnl`	HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices. CoRR Mohammad Abu Tami, Mohammed Elhenawy, Huthaifa I. Ashqar
2025	J	`jnl`	Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos. IEEE Open J. Comput. Soc. Shadi Jaradat, Mohammed Elhenawy, Huthaifa I. Ashqar, Alexander Paz, Richi Nayak
2025	J	`jnl`	Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLM-Generated Text. Inf. Ayat A. Najjar, Huthaifa I. Ashqar, Omar A. Darwish, Eman M. Hammad
2025	J	`jnl`	Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text. CoRR Ayat A. Najjar, Huthaifa I. Ashqar, Omar A. Darwish, Eman M. Hammad
2025	J	`jnl`	Malware Classification from Memory Dumps Using Machine Learning, Transformers, and Large Language Models. CoRR Areej Dweib, Montaser Tanina, Shehab Alawi, Mohammad Dyab, Huthaifa I. Ashqar
2025	J	`jnl`	Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends. CoRR Mohammad Abu Tami, Mohammed Elhenawy, Huthaifa I. Ashqar
2025	J	`jnl`	Network Traffic Classification Using Machine Learning, Transformer, and Large Language Models. CoRR Ahmad Antari, Yazan Abo-Aisheh, Jehad Shamasneh, Huthaifa I. Ashqar
2025	—	`conf`	Sentiment Analysis of Nakba Oral Histories: A Critical Study of Large Language Models. COLING Workshops Huthaifa I. Ashqar
2025	J	`jnl`	Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing. CoRR Berk Yilmaz, Huthaifa I. Ashqar
2025	J	`jnl`	Vision-Language Models for Autonomous Driving: CLIP-Based Dynamic Scene Understanding. CoRR Mohammed Elhenawy, Huthaifa I. Ashqar, Andry Rakotonirainy, Taqwa I. Alhadidi, Ahmed Jaber, Mohammad Abu Tami
2025	J	`jnl`	Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection. CoRR Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2025	J	`jnl`	Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles. CoRR Mohammed Elhenawy, Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Jaber, Andry Rakotonirainy, Mohammad Abu Tami
2024	J	`jnl`	Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing. CoRR Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy
2024	J	`jnl`	Advancing Roadway Sign Detection with YOLO Models and Transfer Learning. CoRR Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
2024	J	`jnl`	An Investigation of the Relationship Between Crime Rate and Police Compensation. CoRR Jhancy Amarsingh, Likhith Kumar Reddy Appakondreddigari, Ashish Nunna, Charishma Choudary Tummala, John Winship, Alex Zhou, Huthaifa I. Ashqar
2024	J	`jnl`	Analysis of Droughts and Their Intensities in California from 2000 to 2020. CoRR Ujjwal, Shikha C. Patel, Bansari K. Shah, Nicholas Ogbonna, Huthaifa I. Ashqar
2024	J	`jnl`	Automated Pavement Cracks Detection and Classification Using Deep Learning. CoRR Selvia Nafaa, Hafsa Essam, Karim Ashour, Doaa Emad, Rana Mohamed, Mohammed Elhenawy, Huthaifa I. Ashqar, Abdallah A. Hassan, Taqwa I. Alhadidi
2024	J	`jnl`	Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques. CoRR Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	—	`conf`	Early Ransomware Detection System Based on Network Behavior. AINA (5) Hamdi Abu-Helo, Huthaifa I. Ashqar
2024	J	`jnl`	Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics. CoRR Shadi Jaradat, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Ahmed Hossain, Mohammed Elhenawy
2024	J	`jnl`	Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems. CoRR Mohammed Elhenawy, Ahmed Abdelhay, Taqwa I. Alhadidi, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Jaber, Sebastien Glaser, Andry Rakotonirainy
2024	J	`jnl`	Flood Risk Assessment of the National Harbor at Maryland, United States. CoRR Neftalem Negussie, Addis Yesserie, Chinchu Harris, Abou Keita, Huthaifa I. Ashqar
2024	J	`jnl`	Identifying Economic Factors Affecting Unemployment Rates in the United States. CoRR Alrick Green, Ayesha Nasim, Jaydeep Radadia, Devi Manaswi Kallam, Viswas Kalyanam, Samfred Owenga, Huthaifa I. Ashqar
2024	J	`jnl`	Influential Factors in Increasing an Amazon products Sales Rank. CoRR Ben Chen, Rohit Mokashi, Mamata Khadka, Robert Reyes, Huthaifa I. Ashqar
2024	—	`conf`	IoT-Enhanced Malicious URL Detection Using Machine Learning. AINA (5) Aysar Weshahi, Feras Dwaik, Mohammad Khouli, Huthaifa I. Ashqar, Amani M. Shatnawi, Mahmoud Elkhodr
2024	J	`jnl`	Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm. CoRR Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios. CoRR Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	ML-CCD: machine learning model to predict concrete cover delamination failure mode in reinforced concrete beams strengthened with FRP sheets. Softw. Impacts Fahed H. Salahat, Hayder A. Rasheed, Huthaifa I. Ashqar
2024	J	`jnl`	Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition. CoRR Taqwa I. Alhadidi, Ahmed Jaber, Shadi Jaradat, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	Optimizing Daily Fantasy Baseball Lineups: A Linear Programming Approach for Enhanced Accuracy. CoRR Max Grody, Sandeep Bansal, Huthaifa I. Ashqar
2024	J	`jnl`	Predictive Analytics in Mental Health Leveraging LLM Embeddings and Machine Learning Models for Social Media Analysis. Int. J. Web Serv. Res. Ahmad Radwan, Mohannad Amarneh, Hussam Alawneh, Huthaifa I. Ashqar, Anas M. R. Alsobeh, Aws Abed Al Raheem Magableh
2024	J	`jnl`	Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic Language. CoRR Mohammad Sammoudi, Ahmad Habaybeh, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	The Effect of Funding on Student Achievement: Evidence from District of Columbia, Virginia, and Maryland. CoRR Adam Raabe, Jessica Reynolds, Akshitha Kukudala, Huthaifa I. Ashqar
2024	J	`jnl`	The Impact of Medicaid Expansion on Medicare Quality Measures. CoRR Hala Algrain, Elizabeth Cardosa, Shekha Desai, Eugene Fong, Tanguy Ringoir, Huthaifa I. Ashqar
2024	J	`jnl`	The Relationship Between Smartphone Usage and Sleep Quality Amongst University Students. CoRR Hafsa Chaudhry, Hetvi Patel, Sai Teja Avadhootha, Sushanthik Reddy Poreddy, Swapan Gupta Chollati, Ujwala Namineni, Huthaifa I. Ashqar
2024	J	`jnl`	The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications. CoRR Huthaifa I. Ashqar, Taqwa I. Alhadidi, Mohammed Elhenawy, Nour O. Khanfar
2024	J	`jnl`	The effect of different feature selection methods on models created with XGBoost. CoRR Jorge Neyra, Vishal B. Siramshetty, Huthaifa I. Ashqar
2024	J	`jnl`	Traffic Estimation of Various Connected Vehicle Penetration Rates: Temporal Convolutional Network Approach. IEEE Trans. Intell. Transp. Syst. Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Marwan Bikdash
2024	J	`jnl`	Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART. CoRR Sari Masri, Yaqeen Raddad, Fidaa Khandaqji, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events. CoRR Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy
2024	J	`jnl`	Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges. CoRR Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy
2024	J	`jnl`	Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges. Mach. Learn. Knowl. Extr. Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy
2024	J	`jnl`	When to Commute During the COVID-19 Pandemic and Beyond: Analysis of Traffic Crashes in Washington, D.C. CoRR Joanne Choi, Sam Clark, Ranjan Jaiswal, Peter Kirk, Sachin Jayaraman, Huthaifa I. Ashqar
2023	—	`conf`	Credit Card Fraud Detection Using Enhanced Random Forest Classifier for Imbalanced Data. ACR AlsharifHasan Mohamad Aburbeian, Huthaifa I. Ashqar
2023	J	`jnl`	Credit Card Fraud Detection Using Enhanced Random Forest Classifier for Imbalanced Data. CoRR AlsharifHasan Mohamad Aburbeian, Huthaifa I. Ashqar
2023	—	`conf`	Detection of DDoS Attacks in Software Defined Networking Using Machine Learning Models. ACR Ahmad Hamarshe, Huthaifa I. Ashqar, Mohammad M. N. Hamarsheh
2023	J	`jnl`	Detection of DDoS Attacks in Software Defined Networking Using Machine Learning Models. CoRR Ahmad Hamarshe, Huthaifa I. Ashqar, Mohammad M. N. Hamarsheh
2023	J	`jnl`	Effect of roundabout design on the behavior of road users: A case study of roundabouts with application of Unsupervised Machine Learning. CoRR Tasnim M. Dwekat, Ayda A. Almsre, Huthaifa I. Ashqar
2023	J	`jnl`	How Do Drivers Behave at Roundabouts in a Mixed Traffic? A Case Study Using Machine Learning. CoRR Farah Abu Hamad, Rama Hasiba, Deema Shahwan, Huthaifa I. Ashqar
2022	J	`jnl`	Agile Approaches for Cybersecurity Systems, IoT and Intelligent Transportation. IEEE Access Yahya M. Tashtoush, Dirar A. Darweesh, Ghaith Husari, Omar A. Darwish, Yousef Darwish, Luai Bani Issa, Huthaifa I. Ashqar
2022	J	`jnl`	Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data. CoRR Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Mohammad A. Aljamal, Hesham A. Rakha, Marwan Bikdash
2022	J	`jnl`	Network and station-level bike-sharing system prediction: a San Francisco bay area case study. J. Intell. Transp. Syst. Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
2022	J	`jnl`	Quality of Service Measure for Bike Sharing Systems. IEEE Trans. Intell. Transp. Syst. Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2021	J	`jnl`	A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems. Sensors Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Mahmoud Masoud, Shi Qiang Liu, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Hesham A. Rakha, Andry Rakotonirainy
2021	—	`conf`	Impact of risk factors on work zone crashes using logistic models and Random Forest. ITSC Huthaifa I. Ashqar, Qadri H. Shaheen, Suleiman A. Ashur, Hesham A. Rakha
2021	J	`jnl`	Impact of risk factors on work zone crashes using logistic models and Random Forest. CoRR Huthaifa I. Ashqar, Qadri H. Shaheen, Suleiman A. Ashur, Hesham A. Rakha
2020	J	`jnl`	A Comparative Analysis of E-Scooter and E-Bike Usage Patterns: Findings from the City of Austin, TX. CoRR Mohammed Hamad Almannaa, Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham Rakha
2020	J	`jnl`	Deep Transfer Learning for Vulnerable Road Users Detection using Smartphone Sensors Data. Remote. Sens. Mohammed Elhenawy, Huthaifa I. Ashqar, Mahmoud Masoud, Mohammed H. Almannaa, Andry Rakotonirainy, Hesham A. Rakha
2020	J	`jnl`	Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results. CoRR Mohammed Elhenawy, Md. Mostafizur Rahman Komol, Huthaifa I. Ashqar, Mohammed Hamad Almannaa, Mahmoud Masoud, Hesham A. Rakha, Andry Rakotonirainy
2020	J	`jnl`	Ethics, Data Science, and Health and Human Services: Embedded Bias in Policy Approaches to Teen Pregnancy Prevention. CoRR Davon Woodard, Huthaifa I. Ashqar, Taoran Ji
2020	J	`jnl`	Modeling bike availability in a bike-sharing system using machine learning. CoRR Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
2020	J	`jnl`	Modeling bike counts in a bike-sharing system considering the effect of weather conditions. CoRR Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha
2020	J	`jnl`	Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study. CoRR Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha, Mohammed H. Almannaa, Leanna House
2020	J	`jnl`	Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains. CoRR Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2020	J	`jnl`	Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. CoRR Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
2019	J	`jnl`	Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains. IEEE Trans. Intell. Transp. Syst. Huthaifa I. Ashqar, Mohammed H. Almannaa, Mohammed Elhenawy, Hesham A. Rakha, Leanna House
2019	—	`conf`	Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis. ITSC Huthaifa I. Ashqar, Mohammed Elhenawy, Mahmoud Masoud, Andry Rakotonirainy, Hesham A. Rakha
2018	—	`—`	Strategic Design of Smart Bike-Sharing Systems for Smart Cities. Huthaifa I. Ashqar
2017	—	`conf`	Bike share travel time modeling: San Francisco bay area case study. MT-ITS Ahmed Ghanem, Mohammed Elhenawy, Mohammed H. Almannaa, Huthaifa I. Ashqar, Hesham A. Rakha
2017	—	`conf`	Modeling bike availability in a bike-sharing system using machine learning. MT-ITS Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed H. Almannaa, Ahmed Ghanem, Hesham A. Rakha, Leanna House
2017	—	`conf`	Network-wide bike availability clustering using the college admission algorithm: A case study of San Francisco Bay area. MT-ITS Mohammed H. Almannaa, Mohammed Elhenawy, Ahmed Ghanem, Huthaifa I. Ashqar, Hesham A. Rakha