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All published articles 916

Performance Evaluation of YOLOv12 Models for Malaria Parasite and White Blood Cell Detection

Wumi Ajayi, Oluwaseun Ilori & Oluwatayofunmi F. Durodola · Asian Journal of Research in Computer Science · 2026

Manual microscopic examination of thick blood smears remains the gold standard for malaria diagnosis in resource-limited settings, yet it is labor-intensive, slow, and significantly prone to human error. This study addresses these diagnostic bottlenecks by leveraging the recently...

Open access Research Article 10.9734/ajrcos/2026/v19i4848

Online Disinformation Detection through Text Analysis: A Comparative Study of Supervised Models with Hyperparameter Optimization

Viviane Kaseka Katadi, Gilbert Ngoyi Maloba, Jean-Marie Ibanga Mbayo, Pélagie Mpembe Mukonkole, Clarisse Ngoyi Tshite, Mardochée Kalala Mpolesha & Pierre Kafunda Katalay · Asian Journal of Research in Computer Science · 2026

The rapid spread of disinformation on social media poses a major challenge in the digital age, with significant impacts on public opinion and decision-making. In this context, this study proposes a machine learning-based approach for the automatic detection of online disinformati...

Open access Research Article 10.9734/ajrcos/2026/v19i4849

Transforming Educational Units in the AI Era: A Systematic Review and Integrative Perspective on AI Integration, Teachers’ Digital Competence, and Transformational Leadership and Management

Gerasimos Kalogeratos, Athina Spanou & Triada Kapota · Asian Journal of Research in Computer Science · 2026

This study presents a systematic literature review (SLR) examining the interplay between artificial intelligence (AI) integration, teachers’ digital competence, and transformational leadership and management in educational contexts. A total of 45 peer-reviewed studies (2015–2025)...

Open access Research Article 10.9734/ajrcos/2026/v19i4847

Hybrid Packet Learning Approaches for Early Diabetes Detection and Optimization of Therapeutic Strategies: A Comparative Analysis of Stack, Replacement and Reinforcement Models

Joël Mangoma-Joël, Levi Lubaki Budiena, Evariste Kantshia Bakatubia, Thierry Honorius Kanza, Pierre Kafunda Katalay & Richard Kitondua Lubanzadio · Asian Journal of Research in Computer Science · 2026

This thesis focuses on the comparative analysis of ensemble learning methods, including bagging, boosting, and stacking, in the context of early detection of diabetic retinopathy and personalized treatment. The main objective is to propose an intelligent system capable of estimat...

Open access Research Article 10.9734/ajrcos/2026/v19i4846

Privacy-Preserving and Explainable Federated Edge Learning for Multimodal Wearable-Based Self-Tracking and Monitoring

Onyii Henry, Cornelia Ifeoma Ejoh, Valerie Ojinika Ejiofor, Ololade Zainab Adesokan & Asmau Abubakar Abdulmalik · Asian Journal of Research in Computer Science · 2026

The rapid growth of multimodal wearable devices has enabled continuous monitoring of physiological and behavioral patterns for home-based health applications. However, centralized data processing raises serious privacy concerns and limits real-time, interpretable insights. This s...

Open access Research Article 10.9734/ajrcos/2026/v19i4845

Machine Learning Based Attack Detection and Prevention in Blockchain

Richard Essah, Augustine Danquah Yeboah & Kenneth Broni · Asian Journal of Research in Computer Science · 2026

Blockchain systems are increasingly deployed in finance, healthcare, supply chains, and IoT, but their open and decentralized nature exposes them to evolving security threats such as Sybil, eclipse, selfish mining, double-spending, and smart contract exploits. Traditional cryptog...

Open access Research Article 10.9734/ajrcos/2026/v19i3844

A Multigrid Shifted-Inverse Iteration Algorithm for Periodic Boundary Eigenvalue Problems and its Convergence Analysis

Cai Zhou, Xu Xu & Yuxiang Gao · Asian Journal of Research in Computer Science · 2026

This paper systematically investigates a multigrid finite element method and its convergence theory for a class of second-order Laplace eigenvalue problems subject to periodic boundary conditions. We establish the variational formulation of the eigenvalue problem in periodic Sobo...

Open access Research Article 10.9734/ajrcos/2026/v19i3842

Effectiveness of Intrusion Detection Systems in High-Speed Networks through Simulation

Colin Barrett & Cai E Xu · Asian Journal of Research in Computer Science · 2026

High-speed network infrastructures which operates at 10–100 Gbps pose high scalability challenges for modern Intrusion Detection Systems (IDS). This has been noted to be particularly true in terms of packet retention, detection latency as well as encrypted traffic analysis. While...

Open access Research Article 10.9734/ajrcos/2026/v19i3843

Magnitude Comparison and Sign Detection in Residue Number System

Albert Rod Luguterah, Mohammed Ibrahim Daabo, Stephen Akobre & Moses Apambila Agebure · Asian Journal of Research in Computer Science · 2026

The Residue Number System (RNS) is a non-positional number system that represent number in the form of residues modulo a set of coprime moduli. This nature of RNS makes it advantageous in achieving carry-free arithmetic. However, due to the non-positional nature of RNS, direct nu...

Open access Research Article 10.9734/ajrcos/2026/v19i3841

Deep Learning for Smart Agriculture: A Comprehensive Review of CNN Architectures, Multispectral Imaging, Explainable AI and Transfer Learning for Crop Disease Detection

Ankatwar Gajanan & Narote Preetham · Asian Journal of Research in Computer Science · 2026

Global food security faces unprecedented pressure from crop diseases, which are responsible for annual yield losses estimated at 20–40% of all food production. The application of deep learning methodologies, particularly convolutional neural network (CNN) architectures, to the au...

Open access Research Article 10.9734/ajrcos/2026/v19i3840

A Systematic Review of Machine Learning Approaches for Customer Lifetime Value Prediction in E-Commerce

Oluwaseun Ebiesuwa & Oduware Collins Odigie · Asian Journal of Research in Computer Science · 2026

Customer lifetime value is an important measure for understanding long term profitability in e-commerce, where firms depend on effective customer retention and development in highly competitive digital markets. Traditional statistical approaches have supported early customer life...

Open access Research Article 10.9734/ajrcos/2026/v19i3839

Machine Learning Approaches for Predicting Trophic Status in Kotpally Reservoir, Telangana, India Using Limnological and Phytoplankton Indicators

K. Krunal Yadav, Koppula Sampath, N. Naga Sameera & Ankatwar Gajanan · Asian Journal of Research in Computer Science · 2026

Freshwater reservoirs in semi-arid Telangana are critical for irrigation, domestic use, fisheries, and ecosystem services, yet are increasingly threatened by nutrient enrichment from agricultural runoff and other watershed inputs that can accelerate eutrophication and degrade wat...

Open access Research Article 10.9734/ajrcos/2026/v19i3838

Prompt Injection and Training Data Poisoning as Emerging Threats to PCI DSS–Protected Financial Data

Suleiman S. Abba, Temitope Ibrahim Lawal, Pelumi Damola Adeyinka, Akinde Michael Ogunmolu & Abayomi Titilola Olutimehin · Asian Journal of Research in Computer Science · 2026

This study examines how prompt injection and training data poisoning compromise artificial intelligence (AI) systems operating within PCI DSS–protected financial environments and evaluates the adequacy of existing compliance controls in addressing these emerging threats. A multi-...

Open access Research Article 10.9734/ajrcos/2026/v19i3836

A Comparative Analysis of Supervised and Unsupervised Machine Learning Techniques for Sleep Disorder Identification using Lifestyle and Health Data

Y. Rohita, P. N. Siva Jyothi, Nelli Sreevidya, Veladi Rajeshwari, Majji Hasanth Kumar & Suda Naga Chaitan Reddy · Asian Journal of Research in Computer Science · 2026

Sleep disorders such as insomnia and obstructive sleep apnea have a significant impact on physical health, mental well-being, and overall quality of life. Early and accurate identification of these disorders is essential for effective intervention; however, traditional diagnostic...

Open access Research Article 10.9734/ajrcos/2026/v19i3837

Privacy-by-Design Data Governance Models for Healthcare Analytics and Artificial Intelligence

Cornelia Ifeoma Ejoh, Williams Onwu Nduka, Anuoluwapo Deborah Popoola, Onyii Henry & Akinde Michael Ogunmolu · Asian Journal of Research in Computer Science · 2026

The rapid adoption of artificial intelligence (AI) in healthcare analytics has raised significant concerns regarding patient data privacy, security, and regulatory compliance. This study develops a Privacy-by-Design (PbD) data governance model tailored for AI-driven healthcare an...

Open access Research Article 10.9734/ajrcos/2026/v19i3835