Volume 21, Issue 12 (2025) | Journal of Computer Science

MERAKI: An Online Collaborative Learning Platform Developed Using the UWE Methodology

Percy De-la-Cruz-VdV — 2026-01-10

Journal of Computer Science, Published online: 10 January 2026; doi:10.3844/jcssp.2025.2759.2771

In the digital era, education has evolved with the integration of technologies that optimize the teaching-learning process. This article presents the need for more efficient online collaborative envir...

Preventing Deforestation in the Indian Landscape Through Neural Network-Based Intelligence Using Sound Event Detection and Advanced Feature Extraction Techniques

Sallauddin Mohmmad — 2026-01-20

Journal of Computer Science, Published online: 20 January 2026; doi:10.3844/jcssp.2025.2772.2801

Forests play a vital role in maintaining ecological balance, regulating the climate, and conserving biodiversity. However, India’s forest landscape has witnessed significant changes between 1980 and...

Optimized XGBoost for Ethereum Fraud Detection: A Cost-Sensitive Approach

Supriya P. — 2026-01-10

Journal of Computer Science, Published online: 10 January 2026; doi:10.3844/jcssp.2025.2802.2815

In today’s technologically advancing world, many fields from finance to healthcare and education are shifting toward a digital and decentralized format. A significant transformation is underway with...

Bibliometric Analysis of Missing Value Imputation (MVI) Research Using Python and VOSviewer: Trends and Future Directions

Samsul Arifin — 2026-01-20

Journal of Computer Science, Published online: 20 January 2026; doi:10.3844/jcssp.2025.2816.2833

Incomplete data is a pervasive issue in data science, posing significant challenges for statistical analysis and machine learning applications. Missing Value Imputation (MVI) has thus emerged as a cri...

Latent Feature-Based Trust-Aware Model for Service Delegation in Social Internet of Things (SIoT)

Rahul — 2026-01-09

Journal of Computer Science, Published online: 9 January 2026; doi:10.3844/jcssp.2025.2834.2849

The integration of social networking concepts into the Internet of Things (IoT) paradigm has given rise to Social IoT (SIoT) ecosystems, aiming to address challenges related to network navigation, ser...

Real MDS Codes for Error Correction: Construction and an Application on Federated Learning Pre Aggregation Validation

Ravi Varma B. — 2026-02-27

Journal of Computer Science, Published online: 27 February 2026; doi:10.3844/jcssp.2025.2850.2861

Real number codes play a crucial role in correcting errors within communication systems that involve the transmission of analog signals or continuous data. Among these codes, Maximum Distance Separabl...

Blockchain-Enabled Decisive Red Fox Optimizer-Based Feature Selection With Deep Learning-Based Intrusion Detection System

C. Ananth — 2026-01-20

Journal of Computer Science, Published online: 20 January 2026; doi:10.3844/jcssp.2025.2862.2873

Recently, Intrusion Detection Systems (IDS) using Deep Learning (DL) models become useful in accomplishing network security. The selected features serve as input to the DL model, which is trained on l...

Optimized Fractal Fusion Driven Deep Neural Network: An Efficient Hybrid Methodology for Disease Detection and Classification in Plant Leaves

Deepkiran Munjal — 2026-01-08

Journal of Computer Science, Published online: 8 January 2026; doi:10.3844/jcssp.2025.2874.2884

Plant diseases and pest attacks are among the major issues in agriculture, which have a great impact on crop growth and yield. Early and correct detection of these diseases is vital for effective mana...

ICT-Based Blended Learningin the Information Age: AnApproach for Enhanced Learning Motivation

Fayez Khazalah — 2026-01-26

Journal of Computer Science, Published online: 26 January 2026; doi:10.3844/jcssp.2025.2885.2897

Blended Learning (BL) learning has emerged as a transformative approach in higher education, combining traditional face-to-face instruction with the advantages of online learning to enhance the educat...

An Optimized Multi-Layer Perceptron Framework for Detecting and Classifying IoT Attacks

Sanchit Vashisht — 2026-02-11

Journal of Computer Science, Published online: 11 February 2026; doi:10.3844/jcssp.2025.2898.2905

The Internet of Things (IoT) is revolutionizing industries by connecting billions of smart devices, enabling automation and information exchange. The expansion of IoT ecosystems has simultaneously inc...

Tomato Leaf Disease Detection by Hybrid Ai and Ml Technology

P. Loganathan — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.2906.2916

Diseases that affect plants contribute to productivity decline, but they can be managed with ongoing monitoring. It is time-consuming and prone to error to track plant diseases manually. Early disease...

Enhancing Facial Expression Recognition Accuracy Through Haar Cascade-Based Feature Extraction

Thambusamy Velmurugan — 2026-01-21

Journal of Computer Science, Published online: 21 January 2026; doi:10.3844/jcssp.2025.2917.2927

Facial Expression Recognition (FER) has a significant interest because of its increased applications in Human-Computer Interaction (HCI), like video interactions, emotion analysis, image indexing, and...

A Comparative Study of Machine Learning Algorithms for Skin Cancer Detection

Vineeth Victor — 2026-01-23

Journal of Computer Science, Published online: 23 January 2026; doi:10.3844/jcssp.2025.2928.2939

The skin is the largest organ in the human body, covering an area of around 20 square feet. Our skin keeps us safe from germs and the environment, helps us regulate our body temperature, and gives us ...

Unveiling the Performance: A Comparative Study of HMAC and RSA Encryption on SHA-512

Louis Leonardo — 2026-01-22

Journal of Computer Science, Published online: 22 January 2026; doi:10.3844/jcssp.2025.2940.2950

The study evaluates critical operations including token signing, verification, and decoding, as well as data transfer efficiency, utilizing the jsonwebtoken library. By benchmarking these operations, ...

Fake News Detection Using Weighted Fine-Tuned BERT and Sparse Recurrent Neural Network

Asha Kathigi — 2026-01-23

Journal of Computer Science, Published online: 23 January 2026; doi:10.3844/jcssp.2025.2951.2964

Fake news refers to misinformation or false reports shared in the form of images, articles, or videos, disguised as real news to manipulate people’s opinions. Recently, fake news and rumors have spr...

Recognizing Sign Language Gestures Using a Hybrid Spatio-Temporal Deep Learning Model

Meryem Cherrate — 2026-01-23

Journal of Computer Science, Published online: 23 January 2026; doi:10.3844/jcssp.2025.2965.2974

Recognizing gestures in American Sign Language (ASL) from video data presents significant challenges due to the intricate combination of hand gestures, facial cues, and body motion. In this work, we i...

Identification of Fraud in Accidental and Healthcare Insurance Using Local Outlier Factor: A Machine Learning Approach

Jyoti Lele — 2026-01-22

Journal of Computer Science, Published online: 22 January 2026; doi:10.3844/jcssp.2025.2975.2985

An unsupervised machine learning model that uses the mechanism of the Local Outlier Factor to flag and detect ambiguous as well as potentially fraudulent claims in Accidental and Healthcare insurance ...

Optimized Feature Selection for Kidney Ultrasound Image Classification Using Binary Coati Weighted Mean Vector Algorithm

Fizhan Kausar — 2026-01-22

Journal of Computer Science, Published online: 22 January 2026; doi:10.3844/jcssp.2025.2986.3004

The analysis of medical images presents many challenges, especially when making precise diagnoses. In pediatric Chronic Kidney Disease (CKD), early identification is critical because of its gradual pr...

Implementing a Hybrid Parallel Framework Utilizing Machine and Deep Learning for Rapid Rumor Detection in Social Media

Neetu Rani — 2026-01-27

Journal of Computer Science, Published online: 27 January 2026; doi:10.3844/jcssp.2025.3005.3018

Numerous businesses have faced significant repercussions due to the widespread dissemination of false information and rumors across social media platforms. The impact of fake news extends to tarnishin...

Deep Learning Synergy: CNNs and Transformers for Epidemic Outbreak Forecasting

Alexander R. — 2026-01-23

Journal of Computer Science, Published online: 23 January 2026; doi:10.3844/jcssp.2025.3019.3030

An Accurate prediction of outbreaks is extremely crucial for taking proactive public health interventions, distributing limited resources, and controlling a disease. This paper assesses and also compa...

Incorporation of Modified Region Growing into FCM Clustering for Extraction of Tumors in MR Images

Lovepreet Singh Brar — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.3031.3040

Due to the tremendous growth of medical Magnetic Resonance (MR) images, it becomes an essential requirement for an automated extraction of diagnostically salient parts of the images to refine the tran...

Evaluating Machine Translation for Domain Specific Low-Resource Nepali-English Language Pairs: The Impact of Tokenization on Statistical and Neural Techniques

Amit Kumar Roy — 2026-01-24

Journal of Computer Science, Published online: 24 January 2026; doi:10.3844/jcssp.2025.3041.3050

In the modern era, the field of Machine Translation (MT) has seen a significant shift towards Neural Machine Translation (NMT) techniques, which have surpassed traditional Statistical Machine Translat...

An Occlusion Aware Facial Expression Recognition Model Using Fitness Based Cheetah Optimizer and Adaptive Multi-Scale ViT-CNN With Attention Mechanism

A. Reddy Prasad — 2026-01-29

Journal of Computer Science, Published online: 29 January 2026; doi:10.3844/jcssp.2025.3051.3080

As a highly nuanced aspect of human communication, facial expression recognition presents a computationally complex problem, making it a prominent area of research in computer vision and affective com...

Internet of Things Based COVID-19 Patient in Self-Isolation Monitoring System

Bagaskara Akbar Fadhlillah — 2026-02-12

Journal of Computer Science, Published online: 12 February 2026; doi:10.3844/jcssp.2025.3081.3088

Self-isolation has become a critical measure for managing symptomatic or asymptomatic COVID-19 patients, particularly when healthcare facilities are overwhelmed. This study explores a monitoring syste...

Convergence of GenAI and RPA: A Digital Heaven in Supply Chain Optimization Process

Saurabh A. Pahune — 2026-02-08

Journal of Computer Science, Published online: 8 February 2026; doi:10.3844/jcssp.2025.3089.3112

One of the most groundbreaking advances in the field of intelligent automation is the merging of Generative Artificial Intelligence (GenAI) and Robotic Process Automation (RPA). This combination unloc...