Volume 21, Issue 1 (2025) | Journal of Computer Science

Hybrid Machine Learning Framework with Data Analytics Model for Privacy-Preserved Intelligent Predictive Maintenance in Healthcare IoT

Arun Ganji — 2024-11-30

Journal of Computer Science, Published online: 30 November 2024; doi:10.3844/jcssp.2025.1.12

Federated Learning (FL) is a cutting-edge approach for developing machine learning (ML) models using distributed datasets while preserving data privacy and ownership. FL is particularly suited for Int...

Advanced Facial Emotion Recognition Using DCNN-ELM: A Comprehensive Approach to Preprocessing, Feature Extraction and Performance Evaluation

Boopalan K. — 2024-11-30

Journal of Computer Science, Published online: 30 November 2024; doi:10.3844/jcssp.2025.13.24

As a subfield of affective computing, Facial Emotion Recognition (FER) teaches computers to read people's facial expressions to determine their emotional state. Because facial expressions convey 55% o...

Security Threats to Databases in E-Commerce Systems: A Systematic Literature Review

Nurayn Mesfer Alqahtani — 2024-12-02

Journal of Computer Science, Published online: 2 December 2024; doi:10.3844/jcssp.2025.25.33

Data is a primary by-product of each business. A typical business organization uses a database system to store and manage data. On the other hand, databases are the primary target of hackers and attac...

A Multi-Scale Feature Extraction and Fusion Deep Learning Method for Classification of Wheat Diseases

Sajjad Saleem — 2025-01-02

Journal of Computer Science, Published online: 2 January 2025; doi:10.3844/jcssp.2025.34.42

Wheat is an important source of dietary fiber and protein that is negatively impacted by a number of risks to its growth. The difficulty of identifying and classifying wheat diseases is discussed with...

Efficient Text Data Hiding Technique Using Cryptography and Steganography

Nor Fazlida Mohd Sani — 2024-12-03

Journal of Computer Science, Published online: 3 December 2024; doi:10.3844/jcssp.2025.43.51

Steganography serves as a technique for covertly embedding confidential information within other data, ensuring that both the existence and content of this hidden data remain undisclosed to unauthoriz...

An Accurate Mango Pest Identification Employing the Gaussian Mixture Model and Expectation-Maximization (EM) Algorithm

D. Lita Pansy — 2024-12-03

Journal of Computer Science, Published online: 3 December 2024; doi:10.3844/jcssp.2025.52.70

Mangoes are fruits that originated in South and Southeast Asia. Mango fruits are consumed in high volume worldwide. However, fruit, stem, root, and mango leaves are damaged by pests, and it has a sign...

A Novel Optimized Machine Learning Approach for Early Prediction of Heart Disease Using Bio-Inspired Algorithms

Indira Priyadarsini — 2024-12-04

Journal of Computer Science, Published online: 4 December 2024; doi:10.3844/jcssp.2025.71.77

This study presents a novel approach for early prediction of heart disease using bio-inspired optimization algorithms to select and optimize features. The proposed approach utilizes a Genetic Algorith...

Artificial Intelligence and Mathematical Modelling-Based Techniques to Improve Social Media Marketing

Kiran Chaudhary — 2024-12-05

Journal of Computer Science, Published online: 5 December 2024; doi:10.3844/jcssp.2025.78.87

The Businessperson is using social media to do marketing of their product. Almost all people use social media. Most people relate to social media. Social media marketing is beneficial in making the pr...

A Novel Dialect-Aware Framework for the Classification of Arabic Dialects and Emotions

Nasser Alsadhan — 2024-12-08

Journal of Computer Science, Published online: 8 December 2024; doi:10.3844/jcssp.2025.88.95

Arabic is one of the oldest languages still in use today. As a result, several Arabic-speaking regions have developed dialects that are unique to them. Dialect and emotion recognition have various use...

Sustainability Through Connectivity: IoT Influence on Agriculture

Manmohan Singh — 2024-12-10

Journal of Computer Science, Published online: 10 December 2024; doi:10.3844/jcssp.2025.96.110

Today’s smart farming has ushered in a new era of agriculture, one where information and communication technologies seamlessly integrate with the latest equipment in machinery and sensors based in h...

Multi-Source Cyber Intrusion Detection Using Ensemble Machine Learning

Taskeen Ali Khan — 2024-12-14

Journal of Computer Science, Published online: 14 December 2024; doi:10.3844/jcssp.2025.111.123

The increased usage of digital technologies across businesses has led to an increase in cybercrime. It is difficult for existing intrusion detection systems to detect highly skilled hacking attempts; ...

Gradient Boosting for Heart Stroke Prediction: Investigating Unexpected Risk Factors

Aniket Kailas Shahade — 2024-12-16

Journal of Computer Science, Published online: 16 December 2024; doi:10.3844/jcssp.2025.124.133

Heart stroke prediction is a critical area in healthcare, aiming to identify individuals at risk and provide timely intervention. This research leverages machine learning algorithms, including Decisio...

Stroke Risk Assessment with Classical ML Methods

Mohammad Aref Alshraideh — 2024-12-18

Journal of Computer Science, Published online: 18 December 2024; doi:10.3844/jcssp.2025.134.145

Stroke, often caused by a disruption in the supply of essential oxygen, blood, and nutrients to the brain, represents a significant global health challenge. Due to limited resources, developing countr...

The Optimized Extreme Learning Machine (GA-OELM) for DDoS Attack Detection in Cloud Environment

Meryem Ec-Sabery — 2024-12-19

Journal of Computer Science, Published online: 19 December 2024; doi:10.3844/jcssp.2025.146.157

The widespread adoption of cloud computing has increased the attack surface and raised significant security concerns. A Distributed Denial of Service (DDoS) is a serious attack that depletes the netwo...

Sentiment Analysis on User Reviews of Snapchat in Indonesia

Evaristus Didik Madyatmadja — 2025-01-02

Journal of Computer Science, Published online: 2 January 2025; doi:10.3844/jcssp.2025.158.167

This research explores the sentiment expressed in Snapchat user reviews within the Indonesian context, leveraging advanced natural language processing techniques and classification models. With a focu...

Quantum-Enhanced IoT-Cloud Security: Integrating SHAP and Variational Quantum Classifiers

Veena Antony — 2024-12-20

Journal of Computer Science, Published online: 20 December 2024; doi:10.3844/jcssp.2025.168.176

In the current Internet era, there are now trillions of gadgets online, and the Internet of Things is becoming a necessary part of daily life. IoT devices are connected, but this also makes them vulne...

Kenyan Sign Language Translation Using SSD MobileNet-v2 FPNlite Model

Henry Muchiri Muriithi — 2024-12-24

Journal of Computer Science, Published online: 24 December 2024; doi:10.3844/jcssp.2025.177.183

Speech impairment is a disability that impacts an individual's ability to communicate effectively through speech and hearing. Those affected often rely on alternative forms of communication, such as s...

Factors Affecting the Selection of B2C E-Commerce Website in Vietnam: A Fuzzy AHP Analysis

Quang Hung Do — 2024-12-24

Journal of Computer Science, Published online: 24 December 2024; doi:10.3844/jcssp.2025.184.196

The burgeoning B2C e-commerce landscape in Vietnam necessitates a deeper understanding of customer selection criteria to ensure sustained satisfaction and trust. This study addresses this gap by emplo...

Quay Crane Scheduling in Container Terminals Using a Hybrid Genetic Algorithm

Aidi Sanaa — 2024-12-26

Journal of Computer Science, Published online: 26 December 2024; doi:10.3844/jcssp.2025.197.202

Container terminals are crucial nodes within the global supply chain, playing a vital role in the efficient movement of goods. Effective scheduling of Quay Cranes (QCs) is a key factor in maximizing p...

Comparative Analysis of GPT-4o and Gemini 1.5 Pro in Thai Exam Settings

Kasidis Miankamnerd — 2024-12-30

Journal of Computer Science, Published online: 30 December 2024; doi:10.3844/jcssp.2025.203.211

This study presents a comparative analysis of two advanced AI models, GPT-4o and Gemini 1.5 Pro, within the context of Thai standardized exams. The selected tests include POSN Biology, POSN Mathematic...