Volume 21, Issue 2 (2025) | Journal of Computer Science

Assessing Behavioral Intention to Adopt Online Tax Return in Bangladesh

Mustafa Manir Chowdhury — 2024-12-31

Journal of Computer Science, Published online: 31 December 2024; doi:10.3844/jcssp.2025.212.222

Tax e-filing, which allows individuals to submit their taxes electronically to the government, is a key e-government service increasingly adopted in developed countries. Bangladesh, a developing natio...

Multivalent Optimizer-Based Hybrid Genetic Algorithm for Task Scheduling in Cloud Applications

Meena Malik — 2024-12-31

Journal of Computer Science, Published online: 31 December 2024; doi:10.3844/jcssp.2025.223.234

Cloud computing platforms provide on-demand online services without the need for direct user management. Generally, big clouds distribute functions over multiple data centers at distant locations. The...

Land Cover Changes from Forest Fires Using CA-Markov in Pelalawan, Indonesia

Apri Zulmi Hardi — 2024-12-31

Journal of Computer Science, Published online: 31 December 2024; doi:10.3844/jcssp.2025.235.249

Forest and land fires pose significant risks to ecosystems, particularly in Pelalawan Regency, Indonesia, where slash-and-burn practices during the dry season exacerbate peatland degradation. This stu...

EthioLSocMDMTLM: Exploring Application of Topic Modeling for Building Ethiopian Language Social Media Data-Based Multilingual Transformer Language Models for Multilingual Hateful Content Detection

Naol Bakala Defersha — 2024-12-31

Journal of Computer Science, Published online: 31 December 2024; doi:10.3844/jcssp.2025.250.262

This study proposes topic modeling techniques to develop Ethiopian Language Social Media Data Based Multilingual Transformer Language Models for multilingual hateful content detection. We modified var...

Online Handwritten Physics Expression Recognition Using a CRNN-LSTM Approach

Ujwala Pritam Kolte — 2024-12-31

Journal of Computer Science, Published online: 31 December 2024; doi:10.3844/jcssp.2025.263.272

Optical Character Recognition (OCR) is crucial for identifying and extracting information from scientific documents. However, recognizing online handwritten physics expressions remains a relatively un...

Factors Influencing the Adoption of Cloud Computing for Thai SME Businesses

Arisaphat Suttidee — 2025-01-05

Journal of Computer Science, Published online: 5 January 2025; doi:10.3844/jcssp.2025.273.278

This study investigates the various factors affecting the adoption of cloud computing in Thai SMEs by evaluating and contrasting the significance of these adoption factors. A comprehensive sample cons...

Classification of Finger Vein Image Using Convolutional Neural Network

Ahmed S. Hameed — 2025-01-06

Journal of Computer Science, Published online: 6 January 2025; doi:10.3844/jcssp.2025.279.289

Currently available technologies can perform rather well, but their effectiveness is mostly contingent on how well the venous images being analyzed are quality images. Finger vein features have garner...

Greedy Algorithm Implementation for Test Case Prioritization in the Regression Testing Phase

Akira Wahyu Putra — 2025-01-09

Journal of Computer Science, Published online: 9 January 2025; doi:10.3844/jcssp.2025.290.303

This study examines the implementation of Test Case Prioritization (TCP) using the Greedy Algorithm (GA) to enhance regression testing efficiency within a financial technology company's software devel...

Transforming Retinal Diagnostics: Advanced Detection of Diabetic Retinopathy Using Vision Transformers and Capsule Networks

Vishal Sharma — 2025-01-14

Journal of Computer Science, Published online: 14 January 2025; doi:10.3844/jcssp.2025.304.321

Diabetic Retinopathy (DR), nowadays is one of the leading causes of blindness worldwide, it is a severe complication of diabetes mellitus that affects the retina blood vessels. Accurate diagnosis depe...

Enhancing Telecommunication Network Management with Autonomous Optimization Agents and Machine Learning

Danny Adil Sibarani — 2025-03-04

Journal of Computer Science, Published online: 4 March 2025; doi:10.3844/jcssp.2025.322.335

This study explores the integration of Machine Learning (ML) and Autonomous Optimization Agents (AOAs) in the management and optimization of Radio Access Networks (RAN). The research addresses the gro...

Smart Talent Sourcing Through Advanced Skill Profiling Technique

Amey Krishnanath Shet Tilve — 2025-01-18

Journal of Computer Science, Published online: 18 January 2025; doi:10.3844/jcssp.2025.336.346

The hiring process often struggles with aligning job seekers' skills to employers' requirements, leading to inefficiencies and mismatches. To address this challenge, a dual-functionality system is pro...

Big Data Analytics (BDA) in the Research Landscape: Using Python and VOSviewer for Advanced Bibliometric Analysis

Samsul Arifin — 2025-01-16

Journal of Computer Science, Published online: 16 January 2025; doi:10.3844/jcssp.2025.347.362

Big data analytics has become a key element in research and development in various fields. With the ability to analyze large and complex amounts of data, this technology allows researchers to identify...

Optimized Feature Selection Approach for Semi-Supervised Sentiment Analysis of E-Commerce Feedback

Alok Kumar Jena — 2025-01-16

Journal of Computer Science, Published online: 16 January 2025; doi:10.3844/jcssp.2025.363.379

In this globalized world, people prefer to buy products online without any hesitation. Usually, to acquire the quality of the product or brand, they examine the product’s reviews, which is a tedious...

A Novel Blockchain-Based System for Developing a Virtual Judge

Hayder Abdulsattar Nahi — 2025-01-18

Journal of Computer Science, Published online: 18 January 2025; doi:10.3844/jcssp.2025.380.387

The designed judicial system is frequently unavailable to people, it is needed in a long time to process and is expensive. Blockchain technology proposes a potential explanation for these cases by fac...

An Innovative Method for Recognizing Face Expressions Based on Genetic Algorithm and Extreme Learning Based Hybrid Model

Tushar Dhar Shukla — 2025-01-18

Journal of Computer Science, Published online: 18 January 2025; doi:10.3844/jcssp.2025.388.398

The detection of facial action coding system Action Units (AU) and other facial expressions has been a major focus of computer science for more than 20 years categorizing discrete emotional states bas...

Optimizing Mobile Edge Computing Efficiency through Multidimensional Generative Adversarial Network

Anitha Premkumar — 2025-01-18

Journal of Computer Science, Published online: 18 January 2025; doi:10.3844/jcssp.2025.399.412

Big data Processing and the IoT have recently gained popularity as study topics in MEC and thorough research is sought for well-informed decisions. Mobile edge equipment, such as base stations, router...

Classification of X-Ray Images Using Convolutional Neural Network and Automatic Hyper-Parameter Selection to Detect Tuberculosis (TB)

Biswaranjan Debata — 2025-01-21

Journal of Computer Science, Published online: 21 January 2025; doi:10.3844/jcssp.2025.413.423

Tuberculosis (TB) is a major public health issue in India, contributing significantly to the global burden of respiratory diseases. This study introduces a Convolutional Neural Network (CNN)--based mo...

Social Media Usage and its Implications on Mental Health a Review

Puneet Kaur — 2025-01-21

Journal of Computer Science, Published online: 21 January 2025; doi:10.3844/jcssp.2025.424.431

With more homes, businesses, and people having access to the Internet recently, the usage of social media and social networking websites has expanded significantly. Multiple social media platforms are...

FedLoBA-1: A Load Balancing Architecture for Mitigating Resource Overloading in Federated Cloud Infrastructures

Damola Gideon Akinola — 2025-01-23

Journal of Computer Science, Published online: 23 January 2025; doi:10.3844/jcssp.2025.432.443

In a subscription-based service such as cloud computing, clients have scheduled access to shared resources such as data, software, storage, and other assets as needed. Despite several benefits, cloud ...

Fusing CNN Models for Improved Parkinson’s Disease Detection from Handwritten Features

Sabrina Benredjem — 2025-01-22

Journal of Computer Science, Published online: 22 January 2025; doi:10.3844/jcssp.2025.444.454

Neurodegenerative Diseases (NGD) are a group of progressive neurological disorders, including cognitive decline as Alzheimer’s Disease (AD) and Parkinson’s Disease (PD) that result in the progress...