Volume 20, Issue 1 (2024) | Journal of Computer Science

Fuzzy Logic-Based Quantification of Usability Expectation for M-Commerce Mobile Application by Using GQM and ISO 9241-11

Manish Mishra — 2023-11-24

Journal of Computer Science, Published online: 24 November 2023; doi:10.3844/jcssp.2024.1.9

Fuzzy logic-based quantification of usability expectation for an m-commerce mobile application is a process of measuring the usability of a mobile application by using fuzzy logic principles. The usab...

Detection of Phishing Websites Hosted in Name Server Flux Networks Using Machine Learning

Thomas Nagunwa — 2023-12-12

Journal of Computer Science, Published online: 12 December 2023; doi:10.3844/jcssp.2024.10.32

Attackers are increasingly using Name Server IP Flux Networks (NSIFNs) to run the domain name services of their phishing websites in order to extend the duration of their phishing operations. These ne...

Reconstruction Investigation Model for Database Management Systems

Abdulaziz Saleh Alraddadi — 2023-11-28

Journal of Computer Science, Published online: 28 November 2023; doi:10.3844/jcssp.2024.33.43

There have been increased levels of cybercrime in the database industry, which has hurt the confidentiality, integrity, and availability of these systems. Most organizations apply several security lay...

Cybersecurity Mechanism for Automatic Detection of IoT Intrusions Using Machine Learning

Cheikhane Seyed — 2023-12-11

Journal of Computer Science, Published online: 11 December 2023; doi:10.3844/jcssp.2024.44.51

This article proposes an ML-based cyber security mechanism to optimize intrusion detection that attacks internet objects (IoT). Our approach consists of bringing together several learning methods name...

Automated Medical Image Captioning with Soft Attention-Based LSTM Model Utilizing YOLOv4 Algorithm

Paspula Ravinder — 2023-12-16

Journal of Computer Science, Published online: 16 December 2023; doi:10.3844/jcssp.2024.52.68

The medical image captioning field is one of theprominent fields nowadays. The interpretation and captioning of medical imagescan be a time-consuming and costly process, often requiring expert support...

Convolution Neural Networks of Dynamically Sized Filters with Modified Stochastic Gradient Descent Optimizer for Sound Classification

Manu Pratap Singh — 2023-12-13

Journal of Computer Science, Published online: 13 December 2023; doi:10.3844/jcssp.2024.69.87

Deep Neural Networks (DNNs), specifically Convolution Neural Networks (CNNs) are found well suited to address the problem of sound classification due to their ability to capture the pattern of time an...

Customized Named Entity Recognition Using Bert for the Social Learning Management System Platform CourseNetworking

Kayal Padmanandam — 2023-12-15

Journal of Computer Science, Published online: 15 December 2023; doi:10.3844/jcssp.2024.88.95

Named Entity Recognition (NER) is an information extraction task and one of the most researched applications to extract knowledge from massive data. Conventional NER systems identify predefined entiti...

Slime Mould Reproduction: A New Optimization Algorithm for Constrained Engineering Problems

Rajalakshmi Sakthivel — 2023-12-21

Journal of Computer Science, Published online: 21 December 2023; doi:10.3844/jcssp.2024.96.105

In recent explorations of biologically inspired optimization strategies, the Slime Mould Reproduction (SMR) algorithm emerges as an innovative meta-heuristic optimization technique. This algorithm is ...

LT-LBP-Based Spatial Texture Feature Extraction with Deep Learning for X-Ray Images

Pankaja Lakshmi P. — 2023-12-18

Journal of Computer Science, Published online: 18 December 2023; doi:10.3844/jcssp.2024.106.120

The novel logarithmic transformation of Local Binary Pattern (LT-LBP) for texture feature extraction is used with Deep Learning (DL) models. The Computational complexity in the DL models asymptoticall...

Analysis of Student Mental Health Dataset Using Mining Techniques

Yemima Monica Geasela — 2023-12-22

Journal of Computer Science, Published online: 22 December 2023; doi:10.3844/jcssp.2024.121.128

This study utilizes a decision tree model in RapidMiner to analyze a dataset from Kaggle, comprising 200 student records. Among these, 70 students reported mental health issues, while 130 did not. Str...