プロフィール詳細

プロジェクトを作成

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Arar A.に依頼

Jordan

Researcher | Gamming | Lecture |BTEC | Data Scientist| Database Developer | Unity Developer | Backend Developer

プロフィール概要

Arar Al-Tawil is a university lecturer and researcher specializing in Virtual Reality (VR), Augmented Reality (AR), and Game Design. He holds a BSc in Computer Science from Al-Hussein Bin Talal University and an MSc from the University of Jordan. Currently a faculty member at the Faculty of Information Technology, Applied Science Private University (ASU), Amman, he combines academic excellence with real-world development experience. His research explores the integration of machine learning, data analysis, and immersive technologies to develop innovative solutions in education, healthcare, and cognitive systems. With active contributions to cutting-edge domains like deep learning and natural language processing (NLP), Arar remains at the forefront of technological innovation. His recent work includes AI-driven diagnostic systems and eye-tracking applications for behavioral analysis.

専門分野

• ☆ Computer Science
• ☆ Information Technology
• ☆ Database Management
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Applied Mathematics
• ☆ Game Theory
• ☆ Python
• ☆ Java

サービス

• Writing

Writing Technical Writing

職務経験

lecturer

Applied Science Private University

2月 2023 - 現在

Database administrator

Jordanian Ministry of Planning and World Bank

4月 2022 - 現在

Unity and Database developer.

Maysalward

6月 2018 - 2月 2020

学歴

The University of Jordan

Master degree in computer science

9月 2019 - 2月 2022

Master degree in computer science (Computer Science)

The University of Jordan

9月 2019 - 2月 2022

Bachelor's

Al-Hussein Bin Talal University College of Science

4月 2014 - 8月 2018

Al-Hussein Bin Talal University College of Science

4月 2014 - 7月 2018

認定資格

• Google Data Analysis

  Google

  https://coursera.org/share/4038e48c98500a5ad09560f8abcf70c6

  5月 2023 - 現在

• professional data science certificate

  IBM

  https://coursera.org/share/724f2096da465b9970d87969955d3191

  1月 2023 - 現在

出版物

JOURNAL ARTICLE

Arar Al-Tawil, Worood Al-Muhtaseb, Laiali Almazaydeh, Hanaa Fathi (2025). Enhancing Alzheimer’s disease diagnosis through metaheuristic feature selection and advanced classification techniques . International Journal of Electrical and Computer Engineering (IJECE).

Hanaa Fathi, Deema Mohammed Alsekait, Arar Al Tawil, Israa Wahbi Kamal, Mohammad Sameer Aloun, Ibrahim I. M. Manhrawy (2025). Enhancing Sustainability in Renewable Energy: Comparative Analysis of Optimization Algorithms for Accurate PV Parameter Estimation . Sustainability.

Ala Saleh Alluhaidan, Diaa Salama AbdElminaam, Taraggy M. Ghanim, Sahar A. El-Rahman, Ibrahim Shawky Farahat, Arar Al Tawil, Yasmin Alkady, Walaa H. Elashmawi (2025). Refined photovoltaic parameters estimation via an improved Sinh Cosh Optimizer with trigonometric operators . Scientific Reports.

Arar Al Tawil, Hanaa Fathi, Sharaf Alzoubi, Amneh Shaban, Laiali H. Almazaydeh (2025). Advanced Feature Extraction and Machine Learning Techniques for Classifying Steam Game Feedback . International Journal of Interactive Mobile Technologies (iJIM).

Baraah Qawasmeh, Jun-Seok Oh, Valerian Kwigizile, Doaa Qawasmeh, Arar Al Tawil, Ahmad Aldalqamouni (2024). Analyzing Daytime/Nighttime Pedestrian Crash Patterns in Michigan Using Unsupervised Machine Learning Techniques and their Potential as a Decision-Making Tool . The Open Transportation Journal.

Baraah Qawasmeh, Sami Qawasmeh, Arar Al Tawil, Doaa Qawasmeh (2024). Estimation of Trip-based Generation Models and Calibration of Mode Choice Models for the American Travel Behavior . The Open Transportation Journal.

Arar Al Tawil, Lara Al-Shboul, Laiali Almazaydeh, Mohammad Alshinwan (2024). Fortifying network security: machine learning-powered intrusion detection systems and classifier performance analysis . International Journal of Electrical and Computer Engineering (IJECE).

Arar Al Tawil, Lara Al-Shboul, Laiali Almazaydeh, Mohammad Alshinwan (2024). Fortifying network security: machine learning-powered intrusion detection systems and classifier performance analysis . International Journal of Electrical and Computer Engineering (IJECE).

Arar Al Tawil, Amneh Shaban, Laiali Almazaydeh (2024). A comparative analysis of convolutional neural networks for breast cancer prediction . International Journal of Electrical and Computer Engineering (IJECE).

Arar Al Tawil, Laiali Almazaydeh, Bilal Alqudah, Abedallah Zaid Abualkishik, Ali A. Alwan (2024). Predictive modeling for breast cancer based on machine learning algorithms and features selection methods . International Journal of Electrical and Computer Engineering (IJECE).

Arar Al Tawil, Laiali Almazaydeh, Doaa Qawasmeh, Baraah Qawasmeh, Mohammad Alshinwan, Khaled Elleithy (2024). Comparative Analysis of Machine Learning Algorithms for Email Phishing Detection Using TF-IDF, Word2Vec, and BERT . Computers, Materials & Continua.

Arar Al Tawil, Laiali Almazaydeh, Doaa Qawasmeh, Baraah Qawasmeh, Mohammad Alshinwan, Khaled Elleithy (2024). Comparative Analysis of Machine Learning Algorithms for Email Phishing Detection Using TF-IDF, Word2Vec, and BERT . Computers, Materials & Continua.

Laiali Almazaydeh, Mohammad Abuhelaleh, Arar Al Tawil, Khaled Elleithy (2023). Clinical Text Classification with Word Representation Features and Machine Learning Algorithms . International Journal of Online and Biomedical Engineering (iJOE).

Marwan Al-Tawil, Basel A. Mahafzah, Arar Al Tawil, Ibrahim Aljarah(2023). Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection . Symmetry. 15. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 764. {MDPI} {AG}

Marwan Al-Tawil, Basel A. Mahafzah, Arar Al Tawil, Ibrahim Aljarah (2023). Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection . Symmetry.

Marwan Al-Tawil, Basel A. Mahafzah, Arar Al Tawil, Ibrahim Aljarah (2023). Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection . Symmetry.

Al-Tawil, M., Mahafzah, B.A., Al Tawil, A., Aljarah, I.(2023). Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection . Symmetry. 15. (3).

Al-Tawil, M., Mahafzah, B.A., Al Tawil, A., Aljarah, I.(2023). Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection . Symmetry. 15. (3).

(2022). Virtual reality technology to support the independent living of children with autism . International Journal of Electrical and Computer Engineering (IJECE).

Almazaydeh, L., Atiewi, S., Al Tawil, A., Elleithy, K.(2022). Arabic Music Genre Classification Using Deep Convolutional Neural Networks (CNNs) . Computers, Materials and Continua. 72. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5443-5458.

Almazaydeh, L., Atiewi, S., Al Tawil, A., Elleithy, K.(2022). Arabic Music Genre Classification Using Deep Convolutional Neural Networks (CNNs) . Computers, Materials and Continua. 72. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5443-5458.

BOOK CHAPTER

Shatha Ali, Mohammad Alshinwan, Osama A. Khashan, Mohammad Hijjawi, Arar Altawil, Qais Al-Na'amneh, Hazem Abu-Adaiq, Hanan Alhardan, Diaa Salama AbdElminaam, Omar Tarawneh, et al. (2024). Intrusion Detection for Wireless Sensor Networks Using Parrot Algorithm . Advances in Computational Intelligence and Robotics.

Shatha Ali, Mohammad Alshinwan, Osama A. Khashan, Mohammad Hijjawi, Arar Altawil, Qais Al-Na'amneh, Hazem Abu-Adaiq, Hanan Alhardan, Diaa Salama AbdElminaam, Omar Tarawneh, et al. (2024). Intrusion Detection for Wireless Sensor Networks Using Parrot Algorithm . Advances in Computational Intelligence and Robotics.

Arar Al Tawil, Ibrahim A Gomaa, Magdy Abd-Elghany Zeid, AbdulRahman S. Marzouk, Adam L. Hamad, Khaled Y. Zakaria, Moshir A. Danial, Mounir N. Nassief, Diaa Salama AbdElminaam (2024). Optimizing ASD Diagnosis: Enhanced Autism Spectrum Disorder Prediction Using Machine Learning Classifiers . 2024 Intelligent Methods, Systems, and Applications (IMSA).

Laiali Almazaydeh, Arar Al Tawil, Khaled Elleithy, Ibrahim Alnajjar (2024). An Automated EEG Signal Analysis Using Discrete Wavelet Transform and Advanced Machine Learning Models .

PREPRINT

Diaa Salama AbdElminaam, Ala Saleh Alluhaidan, Walaa H. Elashmawi, Ibrahim Shawky Farahat, Arar Al Tawil, Sandy Adel Nabih, Sahar A. El-Rahman (2024). Parameter Estimation of Photovoltaic Models Based on Enhancement Moutain Gazelle Optimizer Algorithm .

Diaa Salama AbdElminaam, Ala Saleh Alluhaidan, Walaa H. Elashmawi, Ibrahim Shawky Farahat, Arar Al Tawil, Sandy Adel Nabih, Sahar A. El-Rahman (2024). Parameter Estimation of Photovoltaic Models Based on Enhancement Moutain Gazelle Optimizer Algorithm .

CONFERENCE PAPER

Arar Al Tawil, Ibrahim A Gomaa, Magdy Abd-Elghany Zeid, AbdulRahman S. Marzouk, Adam L. Hamad, Khaled Y. Zakaria, Moshir A. Danial, Mounir N. Nassief, Diaa Salama AbdElminaam (2024). Optimizing ASD Diagnosis: Enhanced Autism Spectrum Disorder Prediction Using Machine Learning Classifiers . 2024 Intelligent Methods, Systems, and Applications (IMSA).

A feature selection algorithm for intrusion detection system based on Moth Flame Optimization .