Dr. Aws Ismail Sami Abu Eid is an Assistant Professor of Artificial Intelligence and Data Science at the Arab Open University – Kuwait Branch. He obtained his Ph.D. in Artificial Intelligence Techniques in Big Data and Cloud Computing from Universiti Malaysia Perlis (UNIZA), Malaysia (2021). He holds a Master’s degree in Computer Information Systems and a Bachelor’s degree in Computer Science and Information Systems from Jordan.
Dr. Abu Eid has more than 16 years of academic, research, and industrial experience across Jordan, Saudi Arabia, and Kuwait. He previously served at Northern Border University and Al-Jouf University in multiple academic and administrative leadership roles, including Quality Unit Director, AI Course Coordinator, IT Manager, and member of accreditation and quality assurance committees.
His research interests include Artificial Intelligence, Machine Learning, Cloud Computing, Big Data, Data Mining, NLP, and AI applications in healthcare and education. He has published extensively in Scopus and ISI-indexed journals and IEEE conferences. He is also the founder of AOU GPT, an AI-powered academic assistant integrating generative AI with university curricula.
Artificial Intelligence
Data Structures
Algorithms and Complexity
Database Systems
Java Programming
Computer Graphics
Computer Vision
Graduation Projects
Data Science and Machine Learning fundamentals
math
discrete mathematics
Assistant Professor – Arab Open University (Kuwait & Jordan), 2024–Present
Teaching AI and Data Science courses, conducting research, and leading digital transformation initiatives including AOU GPT.
Northern Border University (2014–2024)
Assistant Professor, AI Course Coordinator, IT Manager, Quality Unit Director, Oracle ERP Administrator, DBA, and Accreditation Committee Member.
Al-Jouf University (2009–2014)
Lecturer, Webmaster, DBA, Senior ASP.NET Developer, E-learning Administrator.
Jordan Kuwait Bank (2007–2009)
Senior Developer and Technical Support Systems.
Publications (2025)
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Pixel attention meets M-shaped networks: A cutting-edge AI solution for diabetic retinopathy classification and stroke risk prediction
Biomedical Signal Processing and Control, 110, 108110 (2025).
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Artificial Intelligence and Human Expertise in Criminal Investigations: Integrating NLP Techniques to Enhance Justice
Journal of Theoretical and Applied Information Technology, 103(12), 2025.
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MAFBN: Multi-Attention Forward and Backward Network to Predict Epileptic Seizure
Biomedical Signal Processing and Control, 104, 107574 (2025).
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DaC-GANSAEBF: Divide and Conquer–Generative Adversarial Network—Squeeze and Excitation-Based Framework for Spam Email Identification
Computer Modeling in Engineering & Sciences, 142(3), 3181–3212 (2025).
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Comparative Analysis of Machine Learning Libraries for Neural Networks: A Benchmarking Study
bioRxiv, 2025.02.02.635632 (2025).
Publications (2024)
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Efficient Plant Disease Detection and Image Classification Using Machine Learning Techniques
African Journal of Biological Science, 6(4), 6852–6863 (2024).
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Big Data and Cloud Computing Opportunities and Application Areas
Engineering, Technology & Applied Science Research, 14(3), 14509–14516 (2024).
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Tasks Optimization and Knowledge Reuse During Product Design Process
Advances in Computational Sciences and Technology, 17(1), 13–28 (2024).
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Knowledge Management System Analysis Using ASPECS Methodology
International Journal of Computational Intelligence Research, 20(2), 1–20 (2024).
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Leveraging Arabic Text Embedded in Images: Challenges and Opportunities in NLP Analysis
Journal of Intelligent Systems and Applied Data Science, 2(1) (2024).
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Artificial Intelligence in Education: Predicting College Plans of High School Students
Journal of Intelligent Systems and Applied Data Science, 2(1) (2024).
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Sports Prediction Model Through Cloud Computing and Big Data Based on Artificial Intelligence Method
Journal of Intelligent Learning Systems and Applications, 16(2), 53–79 (2024).
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A New Weighted Ensemble Model to Improve the Performance of Software Project Failure Prediction
(2024).
