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Information Technology

A Noise-Aware Image Enhancement Framework Based on Joint Spatial–Frequency Analysis

Authors Department of Computer Science, College of Computer Science and Information Technology, University of Anbar, Ramadi, Iraq [email protected] Department of Computer Networks Systems, College of Computer Science and Information Technology, University of Anbar, Ramadi, Iraq [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n2p2 Abstract Most image enhancement methods are developed based on a tacit… اقرأ المزيد »A Noise-Aware Image Enhancement Framework Based on Joint Spatial–Frequency Analysis

A Comparative Study of Artificial Neural Networks and Reinforcement Learning Models

Authors Assistant Professor, Faculty of Information Technology, University of Bisha, Kingdom of Saudi Arabia [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n2p3 Abstract Cyber-attacks have grown more sophisticated, posing critical threats to national infrastructure and data integrity. Deep learning methods, particularly Artificial Neural Networks (ANNs) and Reinforcement Learning (RL), offer promising capabilities in cyber… اقرأ المزيد »A Comparative Study of Artificial Neural Networks and Reinforcement Learning Models

A Self-Supervised Damage-Aware Vision Transformer for Image Enhancement in Low-Quality and Post-Conflict Environments

Authors MSc, Computer Science, University of Anbar, Ramadi, Iraq [email protected] MSc, Computer Science, University of Anbar, Ramadi, Iraq [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n1p2 Abstract In such environment fraught with both conflict and scarcity of resources, images captured by surveillance cameras, mobile phones, digital cameras or unmanned aerial vehicles (UAV) tend to… اقرأ المزيد »A Self-Supervised Damage-Aware Vision Transformer for Image Enhancement in Low-Quality and Post-Conflict Environments

A Real-Time Vision-Based System for Driver Fatigue and Distraction Monitoring Using a Single In-Cabin RGB Camera

Authors College of Education, Computer Sciences, Mustansiriyah University, Baghdad, Iraq [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n1p4 Abstract Driver fatigue and distraction are among the leading causes of road accidents worldwide, posing a critical challenge for intelligent transportation systems (ITS). Vision-based driver monitoring has emerged as a promising solution due to its non-intrusive… اقرأ المزيد »A Real-Time Vision-Based System for Driver Fatigue and Distraction Monitoring Using a Single In-Cabin RGB Camera

Analysis of the Study Cybersecurity Awareness for Human-Centered Protection Model in System Environments and Users Behavior

Authors Future University, Sudan- Faculty of Telecommunication and Space Technology Engineering, Suzhou University, China [email protected], [email protected] Paper DOI https://doi.org/10.59992/IJCI.2025.v4n12p1 Abstract This paper explores the critical role of human behavior in cybersecurity vulnerabilities, emphasizing the psychological and social factors that influence decision- making at individual and organizational levels. Therefore, research directions… اقرأ المزيد »Analysis of the Study Cybersecurity Awareness for Human-Centered Protection Model in System Environments and Users Behavior

Assessing the Needs and Limitations of Health Information Systems in Sudan

Authors PhD Candidate, Department of Information Technology, College of Graduate Studies, National Ribat University, Sudan [email protected] Professor, Faculty of Computer Studies, National Ribat University, Sudan M.Sc. Graduate, Dept. of Software Engineering, Faculty of Computer Science and Information Technology, University of Malaya, Malaysia M.Sc. Graduate, Dept. of Information Technology, Faculty of… اقرأ المزيد »Assessing the Needs and Limitations of Health Information Systems in Sudan

The Impact of Social Media Advertising on Customer Deception in the Context of Cybersecurity

Authors Shaqra University, Department of Computer Science, College of Computing and Information Technology, Shaqra, Riyadh 11961, Saudi Arabia [email protected] Paper DOI https://doi.org/10.59992/IJCI.2025.v4n11p1 Abstract Social media advertising has changed the way businesses trade on consumers as the personalized and engaging content is delivered faster and wider than ever before. On the… اقرأ المزيد »The Impact of Social Media Advertising on Customer Deception in the Context of Cybersecurity

IoT Security and Privacy Issues: A Taxonomy

Authors Software Engineering Department, College of Computer Science and Information System, Prince Sultan University, Riyadh, 11586, Saudi Arabia [email protected] Paper DOI https://doi.org/10.59992/IJCI.2025.v4n11p2 Abstract The Internet of Things, IoT, is affecting almost every part of our life and it is connecting us in unprecedented ways. Every device we carry, own, or… اقرأ المزيد »IoT Security and Privacy Issues: A Taxonomy

Data-Driven Analysis of the Psychosocial and Behavioral Effects of Social Media Usage in Arabian Gulf Societies

Authors Training team member at the Public Authority for Applied Education and Training (PAAET) – Higher Institute for Administration Services, Kuwait [email protected] Paper DOI https://doi.org/10.59992/IJCI.2025.v4n11p3 Abstract The swift digitization of Gulf societies has changed the ways people communicate and present themselves, but has not yet sufficiently measured its psychosocial impact.… اقرأ المزيد »Data-Driven Analysis of the Psychosocial and Behavioral Effects of Social Media Usage in Arabian Gulf Societies

Explainable AI: Objection Detection in Automated Vehicles using YOLO

Authors College of Computer Science and Engineering, Taibah University, Madinah, Saudi Arabia Associate Professor, Department of Computer Science, College of Computer Science and Engineering, Taibah University, Madinah, Saudi Arabia [email protected] Paper DOI https://doi.org/10.59992/IJCI.2025.v4n10p1 Abstract There is a recognized need for explainable artificial intelligence (XAI) in today’s age as AIs are… اقرأ المزيد »Explainable AI: Objection Detection in Automated Vehicles using YOLO