Volume 21, Issue 5 (2025) | Journal of Computer Science

Methodological Approach to Developing a Model of Interference-Free Processing of Multichannel Records of the Electrical Cardiological Impulse to Determine Episodes of Cardiac Muscle Ischemia

Sergey Alexandrovich Sheptunov — 2025-04-14

Journal of Computer Science, Published online: 14 April 2025; doi:10.3844/jcssp.2025.1003.1014

This study considered a set of topical issues aimed at improving the methodology of the early recognition of episodes of myocardial ischemia. It aims to solve a set of problems in the substantiation a...

Interactivity in VR Therapy: Assessing Efficacy Across Acrophobia Severity

Chiew Mei Chan — 2025-04-16

Journal of Computer Science, Published online: 16 April 2025; doi:10.3844/jcssp.2025.1015.1027

Virtual Reality (VR) and Artificial Intelligence (AI) have gained popularity in medical treatments, including for acrophobia- a common but often untreated fear of heights. Traditional therapies are of...

Optimizing KNN for Face Recognition and Location Detection in Mobile Employee Attendance Systems Using Machine Learning

Painem — 2025-04-14

Journal of Computer Science, Published online: 14 April 2025; doi:10.3844/jcssp.2025.1028.1036

Employee attendance is critical to company operations, particularly for firms involved in ATM installations collaborating with banks. An effective attendance system enables bank vendors to verify the ...

Research on Deep Neural Network for Afaan-Oromo Language Text-to-Speech Synthesis

Diriba Gichile Rundasa — 2025-04-14

Journal of Computer Science, Published online: 14 April 2025; doi:10.3844/jcssp.2025.1037.1048

Text-to-speech synthesis is the automatic translation of unlimited natural language sentences from Text to spoken form that closely mimics the spoken form of the same Text by a native speaker of the l...

Sentiment Analysis Using Light Weight - Gradient Boosting Machine based Feature Selection

Bikku Ramavath — 2025-05-26

Journal of Computer Science, Published online: 26 May 2025; doi:10.3844/jcssp.2025.1049.1058

Sentiment analysis is a significant task in Natural Language Processing (NLP) that differentiates the emotions and opinions expressed in text or reviews. The sentiment analysis is challenging due to t...

Implementation of Single Candidate Loss Optimization Algorithm for Loss Optimization of Bhojpuri-English Machine Translation Model

Rituraj Dixit — 2025-04-17

Journal of Computer Science, Published online: 17 April 2025; doi:10.3844/jcssp.2025.1059.1070

Machine translation of low-resource Indian languages is necessary as most of the regions still know and speak their specific dialects and are still not comfortable understanding the English language. ...

Strengthening Image Security with Unimodular Hill Cipher and Advanced Encryption Standard

Samsul Arifin — 2025-04-22

Journal of Computer Science, Published online: 22 April 2025; doi:10.3844/jcssp.2025.1071.1082

Digital data security has become increasingly important with the growth of digital image usage, which often contains sensitive information. This study aims to enhance the security of digital images by...

Deep Learning in Early Alzheimer’s Disease’s Detection: A Comprehensive Survey of Classification, Segmentation and Feature Extraction Methods

Rubab Hafeez — 2025-04-26

Journal of Computer Science, Published online: 26 April 2025; doi:10.3844/jcssp.2025.1083.1098

Alzheimer’s disease is a deadly neurological condition, impairing important memory and brain functions. Alzheimer’s disease promotes brain shrinkage, ultimately leading to dementia. Dementia diagn...

One Time Password (OTP) Solution for Two Factor Authentication: A Practical Case Study

Oscar Efrén Acosta Mayorga — 2025-04-26

Journal of Computer Science, Published online: 26 April 2025; doi:10.3844/jcssp.2025.1099.1112

Currently, static passwords are no longer secure, they expose accounts and data, more advanced and sophisticated approaches are required to guarantee user authentication and operations in digital syst...

A Conceptual Framework for Efficient and Sustainable Pruning Techniques in Deep Learning Models

Nyalalani Smarts — 2025-04-26

Journal of Computer Science, Published online: 26 April 2025; doi:10.3844/jcssp.2025.1113.1128

This research paper proposes a conceptual framework and optimization algorithm for pruning techniques in deep learning models, its focus is on key challenges such as model size, computational efficien...

Diverse Trajectory on Consumer’s Product Feedback Analysis by Confidence Interval

Vithya Ganesan — 2025-04-28

Journal of Computer Science, Published online: 28 April 2025; doi:10.3844/jcssp.2025.1129.1139

The current investigation addresses the possibilities and limitations of the sentiment analysis of consumer remarks in the context of economic needs. It makes it easier for businesses to comprehend ho...

Intelligent Software Testing for Test Case Analysis Framework Using ChatGPT with Natural Language Processing and Deep Learning Integration

Alaa Najmi — 2025-05-01

Journal of Computer Science, Published online: 1 May 2025; doi:10.3844/jcssp.2025.1140.1155

Effective testing scenarios are necessary to guarantee the dependability and Caliber of software. Conventional techniques for creating these scenarios frequently involve a great deal of manual labor a...

XAI_MLPCNN: A Novel Explainable AI-Based Deep Learning Framework for Stress Identification

Fateh Bahadur Kunwar — 2025-05-06

Journal of Computer Science, Published online: 6 May 2025; doi:10.3844/jcssp.2025.1156.1167

Over the past ten years, there has been a lot of emphasis focusedon the development of Artificial Intelligence (AI) and Machine Learning(ML)-based mental health treatments. To increase practitioners' ...

Apriori-Based Analysis of Website Phishing

Rene Clint Gortifacion — 2025-05-07

Journal of Computer Science, Published online: 7 May 2025; doi:10.3844/jcssp.2025.1168.1175

Phishing attacks put users' sensitive information at serious risk and are a rising concern in cybersecurity. In order to minimize the possible damage brought on by these assaults, it is essential to d...

Enhancing Indian Language Speech Recognition Systems with Language-Independent Phonetic Script: An Experimental Exploration

Jose Stephan — 2025-05-09

Journal of Computer Science, Published online: 9 May 2025; doi:10.3844/jcssp.2025.1176.1186

India has a distinct linguistic profile that makes it extremely challenging to train Automatic Speech Recognition (ASR) systems correctly because most Indian languages have limited training material a...

An Adaptive Machine Learning Algorithm for Resilient Higher-Order Mutant Generation

Subhasish Mohanty — 2025-05-20

Journal of Computer Science, Published online: 20 May 2025; doi:10.3844/jcssp.0.1187.1201

In the field of software engineering, ensuring the reliability androbustness of software is paramount, and software testing plays a criticalrole in this process. Mutation testing, a fault-based techni...

Deep Learning-Based Approach for Identification of Potato Leaf Diseases Using Wrapper Feature Selection and Feature Concatenation

Muhammad Ahtsam Naeem — 2025-05-12

Journal of Computer Science, Published online: 12 May 2025; doi:10.3844/jcssp.2025.1202.1209

The potato is a widely grown crop in many regions of the world. In recent decades, potato farming has gained incredible traction in the world. Potatoes are susceptible to several illnesses that stunt ...

Automatic Skin Lesion Diagnosis and Medical ReportGeneration Based on Image Captioning

Abdelouahed Sabri — 2025-05-13

Journal of Computer Science, Published online: 13 May 2025; doi:10.3844/jcssp.2025.1210.1216

Captioning or textual description of the visual content of imagesinvolves generating meaningful words and sentences to describe the contentof an image. This work lies at the crossroads of Natural Lang...

A Faulty Solar Panel Detecting and Mapping Method Using aDrone with RGB and Thermal Cameras in Solar Power Plant

Soobin Jeon — 2025-05-21

Journal of Computer Science, Published online: 21 May 2025; doi:10.3844/jcssp.2025.1217.1229

A solar panel generates electricity power using the sun's rays. It isusually located on a rooftop or open field without shadow. This solar panelis hard to be tested by nonprofessionals. Therefore, we ...

Enhancing Plant Disease Identification Through Hyperspectral Imaging and AC-FNet Framework

Dhason Lita Pansy — 2025-05-21

Journal of Computer Science, Published online: 21 May 2025; doi:10.3844/jcssp.2025.1230.1241

The precise identification of plant diseases is essential for optimizing agricultural practices. The impact of these diseases on food production often leads to significant revenue loss. Detecting dise...