Volume 20, Issue 4 (2024) | Journal of Computer Science

Classification of Thoracic X-Ray Images of COVID-19 Patients Using the Convolutional Neutral Network (CNN) Method

Ramacos Fardela — 2024-02-01

Journal of Computer Science, Published online: 1 February 2024; doi:10.3844/jcssp.2024.357.364

Recently, radiology modalities have been widely used to detect COVID-19. Thoracic X-rays and CT scans are the primary radiological tools utilized in the diagnosis and treatment of individuals with COV...

Generating IoT Specific Anomaly Datasets Using Cooja Simulator (Contiki-OS) and Performance Evaluation of Deep Learning Model Coupled with Aquila Optimizer

Vandana Choudhary — 2024-02-01

Journal of Computer Science, Published online: 1 February 2024; doi:10.3844/jcssp.2024.365.378

In recent times, the massive expansion of the Internet of Things (IoT) has transformed various facets of everyday life and industries. The compelling cause behind the widespread adoption of IoT is the...

Development of Big Data Classifier for Biomedicine Early Diagnosis: An Experimental Approach Using Machine Learning Methods

Ma Beth Solas Concepcion — 2024-02-01

Journal of Computer Science, Published online: 1 February 2024; doi:10.3844/jcssp.2024.379.388

In the fast-phase world, data availability is abundant due to a rapid adaptation increase of big data technologies. Large amounts of data have been generated and collected at an unprecedented speed an...

A Robust Medical Image Fusion Based on Synthetic Focusing Degree Criterion and Special Kernel Set for Clinical Diagnosis

Dawa Chyophel Lepcha — 2024-02-06

Journal of Computer Science, Published online: 6 February 2024; doi:10.3844/jcssp.2024.389.399

Medical imaging has been widely used to diagnose diseases over the last two decades. Medical professionals still struggle to diagnose diseases using a single modality since there is a shortage of data...

CMMI V2.0 Maturity Level 2 and Scrum Applicability in Jordanian Agile Companies Based on Expert Review

Moath Husni — 2024-02-06

Journal of Computer Science, Published online: 6 February 2024; doi:10.3844/jcssp.2024.400.407

It is essential for companies to employ the CMMI V2.0 practice areas to achieve their objectives. This study explores the extent to which these practice areas are applied by Jordanian Agile Companies ...

Advances in Forest Fire Detection, Prediction and Behavior: A Comprehensive Survey

Ahmad Alkhatib — 2024-02-07

Journal of Computer Science, Published online: 7 February 2024; doi:10.3844/jcssp.2024.408.418

Forest fires are a major environmental challenge that poses a threat to both human life and ecological health. To effectively prevent and manage forest fires, it is crucial to have reliable detection,...

Measuring Customers’ Satisfaction Using Sentiment Analysis: Model and Tool

Ahmed Alqurafi — 2024-02-07

Journal of Computer Science, Published online: 7 February 2024; doi:10.3844/jcssp.2024.419.430

Customer reviews are a valuable data resource for business owners and companies. Customers frequently write reviews on many platforms, such as eBay or Amazon. These reviews show, for instance, to what...

Human Activity Prediction Studies Using Wearable Sensors and Machine Learning

Divya Sharma — 2024-02-14

Journal of Computer Science, Published online: 14 February 2024; doi:10.3844/jcssp.2024.431.441

Nowadays, Human Activity Recognition (HAR) systems have become so demanding that they find applications in the field of assisted living systems, elderly healthcare systems, smart homes, healthcare mon...

Fed-Deep CTRL (Light GBM)-Scalable, Interpretable, and Privacy-Preserving Federated Learning Framework for Wireless Intrusion Detection System

Sudaroli Vijayakumar — 2024-02-29

Journal of Computer Science, Published online: 29 February 2024; doi:10.3844/jcssp.2024.442.453

A learning-based intrusion detection system automates the understanding and reporting of network traffic information. The systems using neural networks and machine learning have demonstrated good dete...

Forecasting Model of Corn Commodity Production in Indonesia: Production and Operation Management-Quantitative Method (POM-QM) Software

Asriani — 2024-02-20

Journal of Computer Science, Published online: 20 February 2024; doi:10.3844/jcssp.2024.454.464

Food is essential for humans. In addition to being consumed, it can also be a valuable commodity for economic purposes through the production of food crops. Therefore, this study aims to model the for...