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Huthaifa I. Ashqar

Arab American University

SCHOLARLY PAPERS

7

DOWNLOADS

476

TOTAL CITATIONS

1

Scholarly Papers (7)

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1.

Predictive Maintenance of Urban Metro Vehicles: Classification of Air Production Unit Failures Using Machine Learning

Number of pages: 14 Posted: 28 Mar 2023
Ayat A. Najjar, Huthaifa I. Ashqar and Ahmad Hasasneh
affiliation not provided to SSRN, Arab American University and affiliation not provided to SSRN
Downloads 137 (534,155)

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Air Production Unit, Failure Detection, Metro, Fleet Management, Predictive maintenance

2.

Real-Time Traffic Density Estimation Using Various Connected Vehicle Penetration Rates: A New Predictive Approach

Number of pages: 10 Posted: 16 Jan 2024
Mujahid Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Hesham A. Rakha and Marwan Bikdash
affiliation not provided to SSRN, Arab American University, Queensland university of technology, Virginia Tech and North Carolina Agricultural and Technical State University
Downloads 84 (783,685)

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Deep learning, Connected Vehicles, Probe Data, Traffic Density, Market Penetration Rates

3.

How Do Drivers Behave at Roundabouts in a Mixed Traffic? A Case Study Using Machine Learning

Number of pages: 8 Posted: 14 Apr 2023
Farah Abu Hamad, Rama Hasiba, Deema Shahwan and Huthaifa I. Ashqar
An-Najah National University, An-Najah National University, An-Najah National University and Arab American University
Downloads 56 (1,000,027)

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driving behavior, Driving Style, roundabouts, Vehicle Kinematics, Machine Learning

4.

Traffic Crashes Classification and Prediction in Developing Regions Using Chatgpt and Convlstm

Number of pages: 16 Posted: 13 May 2025
Huthaifa I. Ashqar, Ahmed Jaber, Khaled Al-Sahili, Mujahid Ashqer and Fady MA Hassouna
Arab American University, Budapest University of Technology and Economics, An-Najah National University, affiliation not provided to SSRN and An-Najah National University
Downloads 55 (1,020,567)

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Traffic Crashes, ChatGPT, ConvLSTM, Road Safety, Developing Countries

5.

Predicting Pavement Condition Index (Pci) Using Machine Learning: A Distress Exclusion Approach for Practical Decision-Making

Number of pages: 6 Posted: 03 Jun 2025
Huthaifa I. Ashqar, Amjad Issa and Sari Masri
Arab American University, An-Najah National University and Arab American University
Downloads 54 (1,020,567)

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Pavement Condition Index, machine learning, Distress exclusion, Road maintenance

6.

Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data

Number of pages: 11 Posted: 12 Jul 2022
Mujahid I. Ashqer, Huthaifa I. Ashqar, Mohammed Elhenawy, Mohammed Almannaa, Mohammad A. Aljamal, Hesham A. Rakha and Marwan Bikdash
affiliation not provided to SSRN, Arab American University, Queensland university of technology, King Saud University, Grant Thornton LLP, Virginia Tech and North Carolina Agricultural and Technical State University
Downloads 47 (1,097,529)
Citation 1

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Measures of effectiveness (MOEs), Signalized intersection, Unmanned Aerial Vehicles (UAVs), Drones, Traffic data

7.

Impact of Road Grade on Fuel Consumption: Potential Savings in Nablus, Palestine

Number of pages: 18 Posted: 17 Sep 2022
Amjad Issa, Zahraa Zawawi and Huthaifa I. Ashqar
An-Najah National University, An-Najah National University and Arab American University
Downloads 43 (1,145,425)

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Road Grade, Fuel Consumption, Emissions, Fuel Savings, Electric and Hybrid Vehicles