Volume 21, Issue 9 (2025) | Journal of Computer Science

Hybrid Deep Learning Models for Text Classification: Performance Evaluation of TriDistilBERT and BiGRU Architectures

Amira Samy Talaat — 2025-10-10

Journal of Computer Science, Published online: 10 October 2025; doi:10.3844/jcssp.2025.1983.1992

Text can be a valuable source of information, but its unstructured nature makes analysis challenging and time-consuming. Machine Learning (ML) algorithms can efficiently analyze and structure text, en...

Enhancing Image Clarity Using Adaptive Regularization

Kavya T M — 2025-10-15

Journal of Computer Science, Published online: 15 October 2025; doi:10.3844/jcssp.2025.1993.1999

In many domains such as digital photography, remote sensing, and medical imaging, improving image clarity is essential. It is frequently difficult for traditional methods to strike a balance between p...

A Hybridized BERT-Based Approach for Crime News Collection and Classification from Online Newspapers

Ashour Ali — 2025-10-16

Journal of Computer Science, Published online: 16 October 2025; doi:10.3844/jcssp.2025.2000.2015

Crime news analysis is crucial for understanding criminal activity, enhancing public safety, and informing policy decisions. The exponential growth and unstructured nature of online news articles, how...

A Study on Factors Influencing MBA Decision After Bachelor’s Using Hybrid Model Combining ANN With Principal Component Analysis

Kittipol Wisaeng — 2025-10-13

Journal of Computer Science, Published online: 13 October 2025; doi:10.3844/jcssp.2025.2016.2028

This study comprehensively examines the complex relationship between various individual characteristics and individuals’ expectations after obtaining a bachelor’s degree, particularly in determini...

Exploring Applications, Datasets, Algorithms, and Technologies in Satellite Image Processing

Bijeesh TV — 2025-10-20

Journal of Computer Science, Published online: 20 October 2025; doi:10.3844/jcssp.2025.2029.2048

Amidst an era filled with complex local and global problems, satellite data presents itself as a revolutionary tool with unmatched potential to tackle practical problems in a variety of fields. This a...

Hacking Back: Using Genetic Algorithms to Outsmart Hackers

Ghosoun Al Hindi — 2025-10-10

Journal of Computer Science, Published online: 10 October 2025; doi:10.3844/jcssp.2025.2049.2064

Web applications are widely used in today's digital landscape, necessitating robust security measures to protect against unauthorized access by malicious users. Ensuring the security of these applicat...

Early Plant Disease Detection Using Graph Isomorphic Networks: Enhancing Crop Yield Through Leaf Analysis

D. Sumathi — 2025-10-15

Journal of Computer Science, Published online: 15 October 2025; doi:10.3844/jcssp.2025.2065.2073

The economy of Tanzania is mostly driven by agriculture. Disease is one of the reasons that contributes to the low production of staple foods like cassava and maize, alongside climate change. Loss of ...

Adaptive Data Transformation for Enhanced Clustering Performance in Diagnostic Systems

Mohammed Subhi Al-Batah — 2025-10-17

Journal of Computer Science, Published online: 17 October 2025; doi:10.3844/jcssp.2025.2074.2080

This paper presents an enhanced approach to the Balanced Iterative Reducing and Clustering using Hierarchies (BIRCH) algorithm, aimed at improving clustering accuracy in medical data, specifically for...

Self-Supervised Contrastive Learning for Steering Angle Prediction in Autonomous Driving Simulations

Maxson Phang — 2025-10-20

Journal of Computer Science, Published online: 20 October 2025; doi:10.3844/jcssp.2025.2081.2087

Predicting steering angles is a crucial task in autonomous driving, with end-to-end deep learning being a widely used approach. However, such models often suffer from overfitting to learned trajectori...

Animal Health Prediction Using Hybrid KNN Based Vector Neighbor Classification Model: A Machine Learning Approach

J. Rathi — 2025-10-21

Journal of Computer Science, Published online: 21 October 2025; doi:10.3844/jcssp.2025.2088.2095

Animal condition disease prediction is a crucial task in veterinary medicine, and accurate prediction can significantly improve animal health and reduce economic losses. This paper proposed a novel hy...

Generation Z Health Trends: Data Mining of Sleep and Lifestyle Patterns

Francka Sakti Lee — 2025-10-19

Journal of Computer Science, Published online: 19 October 2025; doi:10.3844/jcssp.2025.2096.2104

This study analyzes sleep health and lifestyle data among Generation Z using RapidMiner to identify key issues such as insomnia and stress within this demographic. The research is motivated by the inc...

A Secure Framework for Decentralized Digital Lockers Using Blockchain Technology

Yassir Farooqui — 2025-10-23

Journal of Computer Science, Published online: 23 October 2025; doi:10.3844/jcssp.2025.2105.2112

In the age of digital transformation, the Decentralized Digital lockers provide as an innovative combination of blockchain This paper presents a decentralized digital locker system that combines block...

Unveiling Skin Cancer: A Review of Deep Learning Techniques for Detection

Goutham Lal Shanmughamadom Harilal — 2025-10-23

Journal of Computer Science, Published online: 23 October 2025; doi:10.3844/jcssp.2025.2113.2128

Early identification is essential for successful treatment and better patient outcomes since skin cancer is caused by damage to DNA in skin cells, which can result in genetic abnormalities and the pos...

Leveraging Cloud Computing for Intelligent Network Management in Smart Universities

Sitthichai Kao-Ngam — 2025-10-27

Journal of Computer Science, Published online: 27 October 2025; doi:10.3844/jcssp.2025.2129.2141

Cloud computing has emerged as a transformative technology that enables users to access shared services over the Internet. Its functions include data storage, processing, and resource management throu...

Adaptive Cybersecurity: Dynamically Retrainable Firewalls for Real-Time Network Protection

Sina Ahmadi — 2025-11-07

Journal of Computer Science, Published online: 7 November 2025; doi:10.3844/jcssp.2025.2142.2152

The growing complexity of cyberattacks has necessitated the evolution of firewall technologies from static models to adaptive, machine learning-driven systems. This research introduces “Dynamically ...

Comparative Analysis of Classical Feature Detection Methods for UAV-Based Tomato Detection

Muhammad Sarwar Jahan Morshed — 2025-11-07

Journal of Computer Science, Published online: 7 November 2025; doi:10.3844/jcssp.2025.2153.2170

Remote sensing technologies, especially Unmanned Aerial Vehicles (UAVs), become crucial for Precision Agriculture (PA) to perform different tasks such as crop detection, yield prediction, leaf disease...

Predicting Financial Statement Failure of Listed Firms in Market for Alternative Investment (mai) using Machine Learning

Pattanapong Kumsin — 2025-11-24

Journal of Computer Science, Published online: 24 November 2025; doi:10.3844/jcssp.2025.2171.2180

The purpose of this research is to investigate the financial ratios of companies listed on the Market for Alternative Investment (mai) in Thailand, as well as the likelihood of these companies' financ...

A Deep Learning Approach for Telugu Domain Identification with Multichannel LSTM-CNN

Buddha Hari Kumar — 2025-11-26

Journal of Computer Science, Published online: 26 November 2025; doi:10.3844/jcssp.2025.2181.2190

The vast growth of textual data has ushered into the limelight, a plethora of applications in information retrieval and natural language processing (NLP). Proper extraction of information from text is...

Exploratory Data Analysis of Applications of Encryption for Netflix by ML Models

Ananth Maria Pushpa — 2025-11-24

Journal of Computer Science, Published online: 24 November 2025; doi:10.3844/jcssp.2025.2191.2203

This study examines the performance of various machine learning algorithms in analyzing Netflix's dataset, with a focus on encryption methods used for data protection. We evaluated several models incl...

Deep Learning Approaches for Early Detection of Skin Cancer Disease Detection Using Segmentation and Classification with Severity Analysis

Punam R. Patil — 2025-11-24

Journal of Computer Science, Published online: 24 November 2025; doi:10.3844/jcssp.2025.2204.2219

The utmost prevalent type of the disease, skin cancer claims millions of lives every year, poses a serious public health threat particularly melanoma, which is often fatal if not detected early. Early...