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Computer Science

A Scientific Analysis of a Hierarchical Active Inference Model for Coordinated Multi-Point Beamforming

Authors Babylon Technical Institute, Al-Furat Al-Awsat Technical University, Kufa, Iraq [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n5p1 Abstract Coordinated multi-point (CoMP) transmission is viewed as an innovative solution for future generation wireless systems with the ability to meet rising data rate requests. CoMP requires coordination among BSs to facilitate either resource allocation or joint… اقرأ المزيد »A Scientific Analysis of a Hierarchical Active Inference Model for Coordinated Multi-Point Beamforming

Secure and Efficient Search over Encrypted Data using Blockchain Technology

Authors Department of Information Technology Engineering, Polytechnic College, Al-Furat Al-Awsat Technical University, Karbala, 54003, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n5p2 Abstract The accelerated popularity of cloud infrastructure and storage has led to a plethora of privacy and security concerns about sensitive data. As a countermeasure, when outsourcing data is usually encrypted. On… اقرأ المزيد »Secure and Efficient Search over Encrypted Data using Blockchain Technology

OpinionML: An Interpretable Machine Learning Framework for Opinion Mining on Social Networking Sites

Authors PhD, Computer Science, Technical College of Management/Mosul, Northern Technical University, [email protected] PhD, Computer Science, Institute of Technical Management – Nineveh, Northern Technical University, [email protected] PhD, Computer Science, College of Computer Science and Mathematics, University of Mosul, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n4p2 Abstract In recent years, the dramatic increase in the… اقرأ المزيد »OpinionML: An Interpretable Machine Learning Framework for Opinion Mining on Social Networking Sites

Emerging Architectures in Direct-Clip Optical Communication: A Comprehensive Review

Authors Department of Medical Instruments Engineering Techniques, University of Bilad Alrafidan, Diyala 32001, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n4p3 Abstract The global demand for ultra-high-speed data transmission intensifies, Intensity-Modulation Direct-Detection (IM/DD) systems have recently turned as the pillar of short-reach optical networks like 5G/6G front haul, hyper-scale data-centres and Optical Wireless Communication… اقرأ المزيد »Emerging Architectures in Direct-Clip Optical Communication: A Comprehensive Review

Explainable Hybrid Machine Learning for Autonomous Optimization of Network QOS in Cyber Security

Authors Faculty of Engineering, University of Science and Technology, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n4p5 Abstract Cyber Security is a smart defence strategy that uses advanced artificial intelligence as a shield. Artificial Intelligence (AI) and Machine Learning (ML) enhance cyber security by enabling faster and more accurate threat detection, automated responses and… اقرأ المزيد »Explainable Hybrid Machine Learning for Autonomous Optimization of Network QOS in Cyber Security

E-Healthcare Adoption, User Satisfaction, and Clinical Effectiveness

Authors Department of Business Management Technology Management, Technical College of Management/Mosul, Northern Technical University, Mosul, 41001, [email protected] Department of Information Technology Management, Technical College of Management /Mosul, Northern Technical University, Mosul, 41001, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n3p1 Abstract Background: E-healthcare, telemedicine, and online health platforms are being increasingly employed to facilitate… اقرأ المزيد »E-Healthcare Adoption, User Satisfaction, and Clinical Effectiveness

Performance Analysis and Quality of Service for Video Streaming in Vehicular Adhoc Networks

Authors Directorate of Nineveh Education, Vocational Education, Nineveh, Iraqi Ministry of Education, [email protected] Department of Artificial Intelligence, College of Science, University of Alkafeel, Najaf, [email protected] ITRDC, University of Kufa, [email protected] Paper DOI https://doi.org/10.59992/IJCI.2026.v5n3p2 Abstract Although safety applications have been the main driving force behind the development of Vehicular Ad-hoc Networks… اقرأ المزيد »Performance Analysis and Quality of Service for Video Streaming in Vehicular Adhoc Networks

Hardware Co-Simulation Based Deep Neural Networks for Liver Diseases Detection in MRI Images

Authors Department of Information Technology Management, Technical College of Management /Mosul, Northern Technical University, Mosul, 41001, Iraq [email protected] Technical College of Management/Mosul, Northern Technical University, Mosul, 41001, Iraq Department of Statistics and Informatics Techniques, Technical College of Management /Mosul, Northern Technical University, Mosul, 41001, Iraq Paper DOI https://doi.org/10.59992/IJCI.2026.v5n2p1 Abstract Accurate… اقرأ المزيد »Hardware Co-Simulation Based Deep Neural Networks for Liver Diseases Detection in MRI Images

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 Consideration of Potential Strategies for Patient Safety from Cyberattack in the Healthcare Domain

Authors Department of Computer Networks, College of Computing and informatics, University of Al-Hamdaniya, Iraq [email protected] Department of Computer Networks, College of Computing and informatics, University of Al-Hamdaniya, Iraq [email protected] Department of Computer Networks, College of Computing and informatics, University of Al-Hamdaniya, Iraq [email protected] University of Technology Sydney, Australia [email protected] Paper… اقرأ المزيد »A Consideration of Potential Strategies for Patient Safety from Cyberattack in the Healthcare Domain