Volume 21, Issue 10 (2025) | Journal of Computer Science

An Integrated Framework to Predict the Strength of New SMILE Using Graph Attention Network

Sandhi Kranthi Reddy — 2025-11-25

Journal of Computer Science, Published online: 25 November 2025; doi:10.3844/jcssp.2025.2220.2228

Machine Learning (ML) and Deep Learning (DL) have significantly advanced various fields, including healthcare, finance, autonomous systems, and scientific research. In healthcare, these technologies h...

Integrated ARIMA and Multi-Scale GRU for Crop Recommendation and Yield Prediction in Precision Agriculture

Vani Vijay Kumar Ballapuram — 2025-11-26

Journal of Computer Science, Published online: 26 November 2025; doi:10.3844/jcssp.2025.2229.2237

Agriculture is the fundamental source of food, income, and livelihood for rural communities in India. Numerous crops are affected due to the lack of technical decision-making support and variations in...

Refining Chest X-ray Interpretation with Deep Transfer Learning Techniques

R. Sriramkumar — 2025-11-27

Journal of Computer Science, Published online: 27 November 2025; doi:10.3844/jcssp.2025.2238.2255

Chest X-rays are essential diagnostic tools for thoracic diseases, but different doctors' interpretations can differ greatly, which frequently results in inconsistent diagnoses. By using deep transfer...

A Comparative Computational Efficiency Analysis of LSB and Hybrid Steganographic Methods

Divya Sharma — 2025-11-28

Journal of Computer Science, Published online: 28 November 2025; doi:10.3844/jcssp.2025.2256.2264

Electronic Medical Images (EMI) are of various types such as X-rays, CT scans, MRIs, etc. EMIs are generally large, but they vary in dimensions and sizes based on the body part to which they belong. N...

Advanced Grasshopper Optimization Scheduling Algorithm (AGOSA) for Multi-Cloud Environments

S. Gowri — 2025-11-24

Journal of Computer Science, Published online: 24 November 2025; doi:10.3844/jcssp.2025.2265.2272

The multi-cloud scheduling problem refers to the challenging task of efficiently allocating and managing resources across multiple cloud environments, involving the optimization of task scheduling, re...

Random Forest and Extreme Gradient Boosting with Bayesian Hyperparameter Optimization for Landslide Susceptibility Mapping in Penang Island, Malaysia

Dorothy Anak Martin Atok — 2025-12-16

Journal of Computer Science, Published online: 16 December 2025; doi:10.3844/jcssp.2025.2273.2291

Landslide susceptibility models often face challenges of overfitting and overestimation. This research focuses on improving the predictive capabilities of the Extreme Gradient Boosting (XGBoost) and R...

FedCarepod: Federated Quantum Transfer Learning Approach in Screening Process for Early Detection of Liver Abnormalities

K Mala — 2025-12-16

Journal of Computer Science, Published online: 16 December 2025; doi:10.3844/jcssp.2025.2292.2301

The liver is the most frequently injured intra-abdominal organ that leads to complications. Visual interpretation depends on the expertise, and this justifies the need for automatic accelerated assist...

Probe-based Semi-permanent Soil Humidity Sensor

Soobin Jeon — 2025-12-16

Journal of Computer Science, Published online: 16 December 2025; doi:10.3844/jcssp.2025.2302.2311

The modern agricultural environment has the problems of an aging rural population and a decreasing rural labor population. Recently, smart farms based on information and communication technology have ...

Automated vs. Manual Counting of Bacterial Colonies Using Hough Circle Transform: A Comparative Study for E. coli, S.aureus, and P.aeruginosa

Areesha Rehman — 2025-12-07

Journal of Computer Science, Published online: 7 December 2025; doi:10.3844/jcssp.2025.2312.2322

Bacterial colony enumeration is an essential stage in microbiological research, allowing susceptibility to antibiotics assessment, monitoring of the environment, and clinical diagnostics. This researc...

Enhancing E-Banking Security and Personalization through Convolutional Neural Network-Based Facial Recognition

Ramy Kamal Amin — 2025-12-07

Journal of Computer Science, Published online: 7 December 2025; doi:10.3844/jcssp.2025.2323.2336

Facial recognition technology has become a cornerstone in enhancing the security and user experience of electronic banking services. Its ability to provide a seamless yet secure authentication method ...

Assessing the Usability of IoT-Based Smart Farming for Sustainable Organic Agriculture

Arisaphat Suttidee — 2025-12-07

Journal of Computer Science, Published online: 7 December 2025; doi:10.3844/jcssp.2025.2337.2348

This study evaluates the usability of an IoT-based smart farming system developed to support organic agriculture in Thailand. Many small-scale farmers still spend considerable time manually monitoring...

Optimized Earthquake Evacuation Routes Using Dijkstra's Algorithm and WinQSB

Sandra Huarcaya Gonzales — 2025-12-09

Journal of Computer Science, Published online: 9 December 2025; doi:10.3844/jcssp.2025.2349.2360

This research analyzes and generates optimal evacuation routes in the Barranco district during earthquake scenarios using the Dijkstra algorithm implemented through WinQSB. A preliminary review was co...

Online ML Streaming-Based Leading Ensemble Classifier for Intrusion Detection in IoT

Neeraj Sharma — 2025-12-16

Journal of Computer Science, Published online: 16 December 2025; doi:10.3844/jcssp.2025.2361.2387

In the present decade, preventing IoT networks from malicious attacks and to ensure the privacy and integrity of data by strengthening their cybersecurity perspective is a critical concern. Traditiona...

Real-Time Endoscopic Image Semantic Segmentation for Efficient Polyp Identification

M. Al-Asli — 2025-12-10

Journal of Computer Science, Published online: 10 December 2025; doi:10.3844/jcssp.2025.2388.2399

The advancement of endoscopic procedures has significantly enhanced diagnostic capabilities in polyp identification and removal, which is critical for colorectal cancer prevention. However, the succes...

Enhancing Electric Vehicle Charging Demand Prediction Using a Novel SAE-DNN Neural Network Model for Probabilistic Forecasting

Naga Raju Hari Manikyam — 2025-12-11

Journal of Computer Science, Published online: 11 December 2025; doi:10.3844/jcssp.2025.2400.2411

The rapid growth and widespread adoption of Electric Vehicles (EVs) play a crucial role in the progress of intelligent transportation systems, resulting in a significant decrease in environmentally da...

Using Deep Learning to Support Clinical Decision-Making: The Case of Alzheimer’s Disease Diagnosis

Nawal Mohamed Bahy Eldin — 2025-12-11

Journal of Computer Science, Published online: 11 December 2025; doi:10.3844/jcssp.2025.2412.2422

Alzheimer’s disease is a chronic, progressive brain disorder that leads to a gradual decline in memory and cognitive functions. In this study, N-VGG16, an advanced deep learning model, is proposed. ...

Enhancing Fleet Management with GPS Data in Port Terminals: A Deep Learning Architecture for Truck Position Prediction

Mohammed El Karkraoui — 2025-12-16

Journal of Computer Science, Published online: 16 December 2025; doi:10.3844/jcssp.2025.2423.2433

Effective truck fleet management in port terminals is crucial for improving operational efficiency and reducing delays. However, GPS-based positioning systems often face limitations in port environmen...

OptiCNN: Local thresholding segmentation and CNN with SVM Approach for Diabetic Retinopathy Detection and Classification of Fundus Images

Anju Mishra — 2025-12-15

Journal of Computer Science, Published online: 15 December 2025; doi:10.3844/jcssp.2025.2434.2449

Diabetic Retinopathy (DR) is a progressive eye disease that can lead to vision loss and blindness if left untreated. Ophthalmologists diagnose DR using medical imaging modalities such as fundus photog...

Deep Sense: Deep Learning for Early Staging the Onset of Diabetes Emanating Recognition of Activity Patterns

Mohammed Shamsul Alam — 2025-12-15

Journal of Computer Science, Published online: 15 December 2025; doi:10.3844/jcssp.2025.2450.2468

This study presents a comprehensive framework for Human Activity Recognition (HAR) using smartphone sensor data, with a specific focus on identifying activities associated with diabetic risk factors. ...

Evaluating Barriers to the Adoption of Augmented Reality-based Applications in Education System: DEMATEL Approach

Monika Nijhawan — 2025-12-17

Journal of Computer Science, Published online: 17 December 2025; doi:10.3844/jcssp.2025.2469.2481

Augmented Reality (AR) is an emerging technology that enhances user perception by overlaying virtual information onto the physical world. In educational contexts, AR integration has demonstrated poten...