Volume 21, Issue 4 (2025) | Journal of Computer Science

Efficient Data Encryption for Securing HDFS Using DQN-Enhanced Deep Reinforcement Learning Techniques

Shivani Awasthi — 2025-03-04

Journal of Computer Science, Published online: 4 March 2025; doi:10.3844/jcssp.2025.741.760

In the era of big data, ensuring the security of large-scale distributed storage systems like the Hadoop Distributed File System (HDFS) is critical. Traditional encryption methods often struggle to ba...

Digital Technology Literacy and Digital Economy Literacy as an Effort to Improve Business Sustainability in Banten's Micro and Small Industries in the Era of Business Uncertainty

Sutisna — 2025-03-03

Journal of Computer Science, Published online: 3 March 2025; doi:10.3844/jcssp.2025.761.778

This study focuses on the underutilization of digital technologies and the digital economy among micro and small business owners, especially in the province of Banten. This issue is important because ...

Optimizing Cluster Head Selection Algorithms to Improve Power Efficiency in Agricultural Wireless Sensor Networks

Saed Tarapiah — 2025-03-03

Journal of Computer Science, Published online: 3 March 2025; doi:10.3844/jcssp.2025.779.786

The current research addresses the management of Wireless Sensor Networks (WSNs) with a focus on optimizing power consumption, a critical concern in current research. The study uses agricultural WSNs ...

Human-Centric Design Integration in UAV Interfaces and Operational Procedures for Enhanced User Experience

Arun Chakravarthy R. — 2025-03-03

Journal of Computer Science, Published online: 3 March 2025; doi:10.3844/jcssp.2025.787.799

Unmanned Aerial Vehicles (UAVs) have become essential tools across numerous sectors, including agriculture, disaster response, search and rescue and logistics. While UAV capabilities have rapidly evol...

Performance Prediction Model for Predictive Maintenance Based on K-Nearest Neighbor Method for Air Navigation Equipment Facilities

Rachmat Hidayat — 2025-03-04

Journal of Computer Science, Published online: 4 March 2025; doi:10.3844/jcssp.2025.800.809

The aging of air navigation facilities leads to a decline in equipment performance and reliability, posing significant challenges for aviation organizations in the large-scale replacement of outdated ...

A Generic Syntax Analyzer for the Computerization of African Languages

Yahaya Morou Ganda — 2025-03-04

Journal of Computer Science, Published online: 4 March 2025; doi:10.3844/jcssp.2025.810.816

This article enters within the framework of a contribution to the computerization of African Languages. It presents a generic parsing tool designed for West African languages despite their individual ...

Comparative Study of Garuda Indonesia Stock Price Prediction Using SVM, LSTM and Multiple Linear Regression

Muhammad Naufal Luthfi — 2025-03-25

Journal of Computer Science, Published online: 25 March 2025; doi:10.3844/jcssp.2025.817.826

Stock shares are one of the investment products or tools that have been used by many people. Shares have interesting options for saving or investment and are able to provide attractive returns based o...

Virtual Learning System with Artificial Intelligence for the Academic Management Process

Luis Lopez-Zevallos — 2025-03-06

Journal of Computer Science, Published online: 6 March 2025; doi:10.3844/jcssp.2025.827.835

The impact of the COVID-19 pandemic on global education, with the massive closure of schools and universities. It highlights the challenge of adapting to distance learning modalities and the loss of s...

Securing IoT Networks: Multi-Attack Detection of RPL Routing Threats Using Deep Learning

Ayoub Krari — 2025-03-06

Journal of Computer Science, Published online: 6 March 2025; doi:10.3844/jcssp.2025.836.850

The growing frequency of cyber threats in Internet of Things (IoT) networks, including attacks on RPL routing, requires the creation of strong detection systems to safeguard network integrity and prov...

Computer Vision for Reducing Food Waste in an Institutional Canteen: A Literature Review and Performance Analysis

Ana Correia — 2025-03-10

Journal of Computer Science, Published online: 10 March 2025; doi:10.3844/jcssp.2025.851.868

Food waste in today's society has been the subject of growing interest and discussion, given its economic, environmental, social, and nutritional implications. Although food waste is present throughou...

Algorithmization of Electrostatic Model for Solving the Direct Problem of Electrography

Tagirbek Gaidarbekovich Aslanov — 2025-03-07

Journal of Computer Science, Published online: 7 March 2025; doi:10.3844/jcssp.2025.869.882

An analysis of the creation and implementation of algorithms to control cardiological processes occurring in the cardiovascular system using software and hardware diagnostic systems is a required acti...

Hybrid Attention-Based Stacked Bi-LSTM Model for Automated MultiImage Captioning

Paspula Ravinder — 2025-03-08

Journal of Computer Science, Published online: 8 March 2025; doi:10.3844/jcssp.2025.883.904

In recent days, the process of medical image captioning is become a prominent field. The distinct characteristics of medical imaging data provide a number of challenges when captioning medical images....

Computational Analysis of Genre Effects on Movie Ratings Using MLP Algorithms

Subir Gupta — 2025-03-19

Journal of Computer Science, Published online: 19 March 2025; doi:10.3844/jcssp.2025.905.917

Predictive analytics are what the entertainment industry depends on so much in prognosticating movie ratings, which is why they inform filmmakers, distributors and stream platforms strategic moves. Tr...

Nonnegative Matrix Factorization Features Extraction and Ensemble Methods Classifier for ECG Image Classification

Hussain K. Ibrahim — 2025-03-15

Journal of Computer Science, Published online: 15 March 2025; doi:10.3844/jcssp.2025.918.927

This study is a novel proposed classification system for ECG image classification. This proposed system uses nonnegative matrix factorization for feature extraction and ensemble methods for classifica...

Hybrid Optimization to Trust Enhanced Secure Routing Optimization with IABC and CGWAA for MANET

Yuvaraja Panneer Selvam — 2025-03-19

Journal of Computer Science, Published online: 19 March 2025; doi:10.3844/jcssp.2025.928.939

Routing in Mobile Ad Hoc Networks (MANET) presents significant challenges due to the dynamic nature of network topology. Optimal route selection and efficient route discovery are matched by effective ...

DDoS Mitigation Using Machine Learning in Software-Defined Networks

Ahmed Gaber Abu Abd-Allah — 2025-03-23

Journal of Computer Science, Published online: 23 March 2025; doi:10.3844/jcssp.2025.940.960

With the escalating frequency and sophistication of Distributed Denial of Service (DDoS) attacks, the realm of cyber security has witnessed a paradigm shift towards innovative solutions. This review e...

Beatbox Classification to Distinguish User Experiences Using Machine Learning Approaches

Jason Martanto — 2025-03-18

Journal of Computer Science, Published online: 18 March 2025; doi:10.3844/jcssp.2025.961.970

Research regarding beatbox classification has generated a relatively significant growth in the past decade. Although the differences between contributors’ expertise within a vocal percussion dataset...

Efficient and Secure Record-Keeping: A Review of Smart Contract-Based Student Marks Management Systems in Universities

Rima Anant Patel — 2025-03-24

Journal of Computer Science, Published online: 24 March 2025; doi:10.3844/jcssp.2025.971.981

Blockchain stores the transaction sequentially in the form of linked blocks. The decentralized and distributed nature of the blockchain makes data easily accessible to the participants of the blockcha...

A Comprehensive Survey on Fake News Detection Using Machine Learning

Shraddha Shah — 2025-03-20

Journal of Computer Science, Published online: 20 March 2025; doi:10.3844/jcssp.2025.982.990

In the age of information data surplus and social media impact, the propagation of fake news has developed a significant societal concern. This challenge requires robust tools and methodologies for ad...

Multimedia Image Retrieval Using Novel Modelling of Combined Binary Patterns with Reduced Dimensions

M. Geetha Yadav — 2025-04-14

Journal of Computer Science, Published online: 14 April 2025; doi:10.3844/jcssp.2025.991.1002

Advancements in computer vision have transformed image retrieval. However, many existing systems struggle to bridge the semantic gap between low-level features and high-level user expectations. This s...