Volume 20, Issue 10 (2024) | Journal of Computer Science

IoT-Based Technology Solution for Monitoring Small Breed Cardiac Dogs with Heart Disease

Jeremias Evangelista — 2024-07-22

Journal of Computer Science, Published online: 22 July 2024; doi:10.3844/jcssp.2024.1166.1175

Caring for geriatric small-breed dogs with heart disease from home is a challenge due to the lack of technological tools available in the market, specifically in South America. This lack limits the qu...

Design and Development of an Automatic Penetration Test Generation Methodology for Security of Web Applications

Shilpa R. G. — 2024-07-30

Journal of Computer Science, Published online: 30 July 2024; doi:10.3844/jcssp.2024.1176.1184

In today's world, web application security is becoming more crucial. Web applications frequently hold sensitive data, which might be compromised if it were to fall into the hands of a hostile attacker...

Rapid Prototyping as a Low-Cost Push Factor to Promote the Adoption of IoT Technology in the Healthcare: A Case Study

Paolino Di Felice — 2024-07-26

Journal of Computer Science, Published online: 26 July 2024; doi:10.3844/jcssp.2024.1185.1194

The increasing demographic aging of people in most countries all over the world, raises the issue of continuously monitoring their health status. At present days there is a big mismatch between the pr...

Aspect Based Sentiment Analysis Using Self-Attention Based LSTM Model with Word Embedding

Vimalkumar B. Vaghela — 2024-07-29

Journal of Computer Science, Published online: 29 July 2024; doi:10.3844/jcssp.2024.1195.1202

Sentiment analysis is in advance more attention for research due to incremental convention in affairs of state, online marketing and social networking. Users afford their opinions for exacting object ...

Crime Rate Analysis and Mapping from Socio-Economic Data Using Deep Neural Networks

Santhosh Sankara — 2024-08-17

Journal of Computer Science, Published online: 17 August 2024; doi:10.3844/jcssp.2024.1203.1213

Crime prediction is the attempt to identify and mitigate future criminal activity. Crime is typically "unpredictable"; it cannot be predicted in advance. Addressing the roots of crime has long been a ...

A Nested Digital Watermarking Scheme Using GARN with DWT

Edward Yellakour Baagyere — 2024-07-30

Journal of Computer Science, Published online: 30 July 2024; doi:10.3844/jcssp.2024.1214.1221

Copyright infringement is undoubtedly one of the major challenges in the film and TV industries over the years but has become even more pervasive lately as a result of technological advancement. This ...

Sales Forecasting Models: Comparison between ARIMA, LSTM and Prophet

Dmitry Brykin — 2024-08-01

Journal of Computer Science, Published online: 1 August 2024; doi:10.3844/jcssp.2024.1222.1230

Sales forecasting is crucial for business planning and resource allocation. Data-driven approaches have become popular in this field. This study compares the performance of three forecasting models: A...

Swot Analysis of Virtual Reality Application in Architecture and Construction

Genoveva Veble — 2024-08-01

Journal of Computer Science, Published online: 1 August 2024; doi:10.3844/jcssp.2024.1231.1242

Virtual reality has become more and more recognized and applied in architecture and construction during the past decade. Its ability to create simulated 3-dimensional environments significantly facili...

Lung Cancer Detection Using Regularized Extreme Learning Machine and PCA Features

K. Kavitha — 2024-08-05

Journal of Computer Science, Published online: 5 August 2024; doi:10.3844/jcssp.2024.1243.1250

When finding abnormalities in target images is time-sensitive, as it is with many cancer tumors, image processing techniques have recently found widespread use across various medical industries to imp...

Big Data Framework for Predicting Infectious Diseases to Improve Healthcare by Discovering New Symptom Patterns

Amal Mohamed Mounir — 2024-08-02

Journal of Computer Science, Published online: 2 August 2024; doi:10.3844/jcssp.2024.1251.1262

The utilization of big data in infectious disease control represents a captivating opportunity, as these novel data streams offer the potential to enhance the timeliness of preventive measures. Variou...

p ≠ np: The Set of Deterministic Problems that are Solvable in Polynomial Time is Unequal to the Set of Non-Deterministic Problems that are Solvable in Polynomial Time

Andres Boldori — 2024-08-08

Journal of Computer Science, Published online: 8 August 2024; doi:10.3844/jcssp.2024.1263.1269

This study constructs a solution to the “p vs. np” problem using complexity theory. We show through counterexamples that p ≠ np and formalize the two sets using stochastic, probabilistic and non...

Epileptic Seizure Detection Using Integrated Decomposed Features from EEG Signal

Shupta Das — 2024-08-08

Journal of Computer Science, Published online: 8 August 2024; doi:10.3844/jcssp.2024.1270.1280

The root cause of the seizure is a sudden abnormal excessive electrical discharge in the brain and it is an Epileptic Seizure (ES) when such abnormal electrical activity arises particularly for epilep...

A Deep Ensemble Framework for DDoS Attack Recognition and Mitigation in Cloud SDN Environment

S. Annie Christila — 2024-08-05

Journal of Computer Science, Published online: 5 August 2024; doi:10.3844/jcssp.2024.1281.1290

Much research has been done in the recent past on the absolute shift of Internet infrastructure in order to make it more significantly programmable, configurable and make it more conveniently feasible...

Economic Theory and Machine Learning Integration in Asset Pricing and Portfolio Optimization: A Bibliometric Analysis and Conceptual Framework

Patrick Kevin Aritonang — 2024-08-07

Journal of Computer Science, Published online: 7 August 2024; doi:10.3844/jcssp.2024.1291.1309

The integration of Machine Learning (ML) with economic theory has transformed financial market analysis, particularly in asset pricing and portfolio optimization. This study synthesizes existing resea...

Performance Analysis of Garbage Classification Using Balanced and Unbalanced Dataset with EfficientNetV2B1 Architecture

Retinderdeep Singh — 2024-08-27

Journal of Computer Science, Published online: 27 August 2024; doi:10.3844/jcssp.2024.1310.1321

This research concentrates on EfficientNetV2B1 deep learning model to classify garbage collection tasks, with both balanced and unbalanced dataset configurations. The dataset includes 7,260 images for...

Minimising Energy Consumption in WSN-IoT Networks by Focusing on Quality of Service

Anuradha — 2024-08-13

Journal of Computer Science, Published online: 13 August 2024; doi:10.3844/jcssp.2024.1322.1329

IoT networks are low-powered networks and resource allocation and efficient utilization are critical concerns. Network resources are allocated to the intermediate nodes to perform the various operatio...

An Approach to Information Security Based on the Legal Basis for an Organization in Ecuador

Diego Gustavo Andrade Armas — 2024-08-18

Journal of Computer Science, Published online: 18 August 2024; doi:10.3844/jcssp.2024.1330.1338

Information security issues persist at both technical and legal levels, among others. One of the main causes in Ecuador is the lack of an adequate legal framework for the field of information and comm...

Multimodal Face Expression Recognition Using Parametric Exponential Linear Unit-Long Short-Term Memory

Kampa Ratna Babu — 2024-08-17

Journal of Computer Science, Published online: 17 August 2024; doi:10.3844/jcssp.2024.1339.1348

Multimodal facial expression recognition combines information from multiple modalities of audio and video to achieve the required accuracy and robustness. By integrating different data sources, multim...

Suicide Ideation and Risk Detection from Social Media Using GPT Models

Sara Lasri — 2024-08-26

Journal of Computer Science, Published online: 26 August 2024; doi:10.3844/jcssp.2024.1349.1356

As a reason for the sensitiveness of suicide ideation and its considerable impact on people's lives, the demand to treat and prevent the suicide ideation issue has become an obligation. Suicide ideati...

Improved SVM with Hyperparameter Tuning for Fake News Detection

Atcharaporn Nachaithong — 2024-08-28

Journal of Computer Science, Published online: 28 August 2024; doi:10.3844/jcssp.2024.1357.1375

In today’s digital age, accessing information has become effortless. An abundance of resources is available online, from trustworthy news outlets providing factual information to unverified opinions...