Volume 21, Issue 11 (2025) | Journal of Computer Science

Analyzing Public Sentiment on Demonetization Using SVM: A Machine Learning Approach

Kaliappan M — 2025-12-18

Journal of Computer Science, Published online: 18 December 2025; doi:10.3844/jcssp.2025.2482.2487

The Indian economy experienced significant disruption following the implementation of demonetization, a policy initiative aimed at eliminating black money, controlling inflation, and promoting financi...

Safeguarding Electronic Health Records: A Review of Privacy and Security in EHR Workflows

Gayathri Hegde M — 2025-12-18

Journal of Computer Science, Published online: 18 December 2025; doi:10.3844/jcssp.2025.2488.2522

Electronic Health Records (EHRs) have revolutionized the healthcare industry by improving the accessibility to patient data, optimizing workflows and refining clinical decision making. The increasing ...

Performance Analysis of Modified Enhancement Method for Dental Images - Towards the Effective Detection of Dental Disorders

Krishnaveni R — 2025-12-18

Journal of Computer Science, Published online: 18 December 2025; doi:10.3844/jcssp.2025.2523.2529

Dental health maintenance is essential for overall physiological well-being, and X-ray imaging remains a fundamental diagnostic tool for comprehensive dental examination. While direct clinical observa...

Usability Assessment of E-Commerce Systems Using McCall’s Quality Model

Siti Solehah Othman — 2025-12-19

Journal of Computer Science, Published online: 19 December 2025; doi:10.3844/jcssp.2025.2530.2536

E-commerce platforms rely fundamentally on business database transaction systems that must balance user experience with security and data integrity. Traditional usability assessment methodologies ofte...

System for Securing Timestamping and Electronic Signing of PDF Documents: Standards, Schematic, and Implementation

Moussa Habiboulaye — 2025-12-19

Journal of Computer Science, Published online: 19 December 2025; doi:10.3844/jcssp.2025.2537.2546

This article investigates the standards and principles for implementing electronic signatures in PDF documents, focusing on security and compliance with legal regulations. The current state of digital...

Deep Learning-Based Spectrum Sensing in Cognitive Radio Networks using Stacked LSTM: Performance Analysis of SNR and BER

Kavitha Veerappan — 2025-12-19

Journal of Computer Science, Published online: 19 December 2025; doi:10.3844/jcssp.2025.2547.2556

Rapid evolution of wireless communication technologies and emergence of 5G networks have addressed lack of spectrum resources, highlighting the need for innovative topologies to improve the spectrum u...

Internet of Things and Human Neocortex Inspired Algorithms for the Plant Disease Prediction-Sheath Blight for Paddy Plant

Thangaraj Ethilu — 2025-12-18

Journal of Computer Science, Published online: 18 December 2025; doi:10.3844/jcssp.2025.2557.2569

Sheath blight disease (Rhizoctonia solani) poses a critical threat to paddy (Oryza sativa) production, causing up to 50% yield losses under conducive environmental conditions. Existing computer vision...

Detecting Disinformation: Enriching the COVAX Reality Dataset with BERT for Stance Detection

Saad Ahmed — 2025-12-28

Journal of Computer Science, Published online: 28 December 2025; doi:10.3844/jcssp.2025.2570.2580

Social media news pages and online news portals have significantly grown in popularity among the users across the globe for accessing the latest and important news. Unlike traditional newspapers, onli...

Privacy-Preserving Deep Federated Learning on the Edge Using Homomorphic Encryption and Secure Multiparty Computation

Noman Aasif Gudur — 2025-12-21

Journal of Computer Science, Published online: 21 December 2025; doi:10.3844/jcssp.2025.2581.2592

The increasing volume of consumer data necessitates reliable edge devices for personalized user experiences. Federated Learning (FL) offers a state-of-the-art approach to decentralized machine learnin...

Post-COVID Impact Analysis and Effective Recommendation Solutions Over Risk Prediction Using Hybrid Model

Boddeti Jaggan Mohan Ravi Kumar — 2025-12-23

Journal of Computer Science, Published online: 23 December 2025; doi:10.3844/jcssp.2025.2593.2604

The COVID-19 pandemic (2019-2022) resulted in significant global mortality, largely attributed to the virus's unpredictable pathophysiology, rapid disease progression affecting multiple organ systems,...

Advancements In Precision Agriculture: A Review on Image-Based Stress Detection and Predictive Yield Loss Modeling

A. Josephine — 2025-12-28

Journal of Computer Science, Published online: 28 December 2025; doi:10.3844/jcssp.2025.2605.2617

Precision agriculture utilizes cutting-edge technologies to maximize the management of crops, enhance utilization of resources, and maximize yield forecasting. This study critically analyzes 53 peer-r...

Hematologic Cancer Cell Detection and Classification Using Optimized VGG-19 with Stratified K-fold Cross-Validation

Hema Patel — 2025-12-24

Journal of Computer Science, Published online: 24 December 2025; doi:10.3844/jcssp.2025.2618.2630

The most prevalent pediatric blood malignancy is acute lymphoblastic leukemia (ALL). ALL is a lethal disease in which patients have a lower survival rate. Its prompt detection and precise categorizati...

Few-shot Fine-tuning of BERT Multilingual for Hindi Word Sense Disambiguation

Shailendra Kumar Patel — 2025-12-26

Journal of Computer Science, Published online: 26 December 2025; doi:10.3844/jcssp.2025.2631.2646

Word Sense Disambiguation (WSD) is a fundamental task in Natural Language Processing (NLP), addressing the challenge of identifying correct word meanings in context. This task is particularly complex ...

Fine-Tuned and Optimized Transformer-Based Model for EEG Seizure Detection

Puspanjali Mallik — 2026-02-11

Journal of Computer Science, Published online: 11 February 2026; doi:10.3844/jcssp.2025.2647.2662

Epilepsy, a widely recognized neurological disorder, results from irregularities in the transmission of electrical impulses among neurons in the brain. Over the last two decades, significant efforts h...

A Design Method of SPEM-based Feature Methodology Framework

Chee-Yang Song — 2025-12-26

Journal of Computer Science, Published online: 26 December 2025; doi:10.3844/jcssp.2025.2663.2684

Existing feature methodologies have been presented primarily at the research level, lacking generalized frameworks suitable for commercial application. Critically, the absence of SPEM (Software & Syst...

A Novel Virtual Modeling Approach for Mango Tree Biomass Estimation Using Allometric Equations and Functional-Structural Plant Modeling (FSPM) with GroIMP

Oki Marzuqi — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.2685.2691

Biomass represents a critical ecological contribution of trees, including mango (Mangifera indica L.), necessitating rigorous academic approaches for quantification and modeling. This study develops a...

Advanced Hierarchical Deep Learning Approach for Intrusion Detection: Hyperparameter Tuning and Performance Evaluation on the CICIDS Dataset

Ajeet Singh — 2025-12-26

Journal of Computer Science, Published online: 26 December 2025; doi:10.3844/jcssp.2025.2692.2699

Intrusion Detection Systems (IDS) are essential in the communication security and integrity of contemporary network architectures. This study introduces a novel advanced hierarchical deep learning mod...

Implementation of Mobile Applications and Voice Recognition in an IoT-Based System in the Server Room of PT. Ecocare Indo Pasifik

Raka Dhaneswara — 2026-01-26

Journal of Computer Science, Published online: 26 January 2026; doi:10.3844/jcssp.2025.2700.2708

The progress made on the Internet of Things (IoT) has given an opportunity to people to have control over their home devices from afar using mobile applications. While PT. Ecocare Indo Pasifik (ecoCar...

AraSenti-MARBERT-DynGCN: An Advanced Framework for Sarcasm Detection in Arabic Text

Bassma M Mousa — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.2709.2717

Sarcasm detection in Arabic texts is challenging because of the complexity in Arabic morphology, the multitudes of dialects used by native speakers, and its strong reliance on context. The lack of sta...

Association Rule Analysis of Qualitative Contribution Evaluation of Faculty Using Distributed Mining with Apriori Algorithm

Mylene Bello Ragobrio — 2026-01-27

Journal of Computer Science, Published online: 27 January 2026; doi:10.3844/jcssp.2025.2718.2725

Teacher evaluation, where students serve as evaluators, is common in Philippine educational institutions. Student input based on teacher performance is considered crucial for fostering faculty develop...

Web Based Multi Feature Propagation Analysis Model for Efficient Disease Interference and Recommendation Using Deep Learning

M. Manoj Kumar — 2026-01-29

Journal of Computer Science, Published online: 29 January 2026; doi:10.3844/jcssp.2025.2726.2734

Accurate prediction of chronic diseases is critical for proactive healthcare management. This paper proposes a Multi-feature Propagation Analysis-based Deep Learning Model (MPADM) to address this chal...

The Role of Agile Leadership in Team Motivation Within Software Development Projects: A Study Case of Multinational Companies in Morocco

Maha Makkass — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.2735.2744

Today’s business world is increasingly competitive, especially in the software development domain. This growing pressure has led many organizations to adopt agile methodologies and cultures. They ne...

Optimized YOLOv8 for Insect Detection in Agricultural Farms Using Edge Vision Systems

Deebalakshmi R. — 2026-01-28

Journal of Computer Science, Published online: 28 January 2026; doi:10.3844/jcssp.2025.2745.2758

Farmers started to adopt smart gadgets like automated pest detection and kiosks for their work in light of the AI revolution in agriculture. These kinds of technologies help farmers identify pest infe...