16 results for “Muhammad Faisal”

Review ArticleOpen accessIn the author namesBibliometric Analysis of Missing Value Imputation (MVI) Research Using Python and VOSviewer: Trends and Future DirectionsSamsul Arifin, Muhammad Faisal, Edwin Kristianto Sijabat et al.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 critical area of research aimed at mitigating data quality issues and improving decision-making accuracy. This study presents a comprehensive bibliometric analysis of MVI research using Scopus-indexed publications from 2000 to 2024. The … …Journal of Computer Science, Vol. 21, Issue 12 · 20 Jan 2026 · 1,961 accessesView PDF Cite

Research ArticleOpen accessIn the author namesEnhancing Data Transmission Security through the Modified Hill Cipher and Henon Map Chaos FunctionSamsul Arifin, Kevin Tan, Felix Indra Kurniadi et al.The advancement and sophistication of technology in the present era have resulted in millions of people interacting and sharing data through the internet using various platforms such as email, chat applications, and others. This has led to the dissemination of personal information and data worldwide through the internet, which also poses the possibility of data interception by unauthorized parties. Data … …Journal of Computer Science, Vol. 21, Issue 6 · 28 Jun 2025 · 3,638 accessesView PDF Cite

Review ArticleOpen accessIn the author namesBig Data Analytics (BDA) in the Research Landscape: Using Python and VOSviewer for Advanced Bibliometric AnalysisSamsul Arifin, Muhammad Faisal, Monica Mayeni Manurung et al.Big data analytics has become a key element in research and development in various fields. With the ability to analyze large and complex amounts of data, this technology allows researchers to identify patterns, trends, and insights that were not seen before. This article explores how big data analytics is applied in various disciplines, including computer science, engineering, and mathematics. We … …Journal of Computer Science, Vol. 21, Issue 2 · 16 Jan 2025 · 6,585 accessesView PDF Cite

Research ArticleOpen accessIn the author namesPrompt-Based Data Augmentation with Large Language Models for Indonesian Gender-Based Hate Speech DetectionMuhammad Amien Ibrahim, Faisal, Zefanya Delvin Sulistiya, Tora Sangputra Yopie WinartoThe increasing amount of content on social media content makes the use of automatic moderation crucial for preserving a healthy online community and reducing the spread of offensive and abusive content, such as hate speech based on gender. Developing automated social media moderation using machine learning demands a large and balanced dataset. However, difficulties such as data scarcity and class … …Journal of Computer Science, Vol. 20, Issue 8 · 27 May 2024 · 5,881 accessesView PDF Cite

Research ArticleOpen accessIn the author namesEffect of Cocoa Pulp Level Mixed With Feed Concentrate on Performance and Blood Metabolite Profiles of Dry-Lot Fattening Bali SteersRenny Fatmyah Utamy, Yasuyuki Ishii, Ambo Ako et al.Aim of this study is to evaluate the utilization of cocoa pulp as an alternative feedstuff source for the performance and blood metabolite profiles of dry-lot fattening Bali steers. Nine fattening Bali steers were randomly assigned to experimental diets, composed of three levels of cocoa pulp of 0, 5 and 10% with reducing levels of milled corn composition at 20, … …OnLine Journal of Biological Sciences, Vol. 21, Issue 4 · 30 Nov 2021 · 6,750 accessesView PDF Cite

Review ArticleOpen accessIn the author namesOrganizing Classification of Application Logic Attacks in Component-based E-Commerce SystemsFaisal Nabi, Jianming Yong, Xiaohui Tao et al.This research paper addresses the topic of application logic attack taxonomy that is due to unclear and incorrect implementation in component-based applications. The issue addresses the detection and classification of two separate types of vulnerabilities in component-based applications. The paper completes this aim through organising the classification of each attack and then proposes the classification of logical vulnerabilities and discusses … …Journal of Computer Science, Vol. 17, Issue 11 · 14 Nov 2021 · 6,611 accessesView PDF Cite

Review ArticleOpen accessIn the author namesA Survey of Methods for Managing the Classification and Solution of Data Imbalance ProblemKhan Md. Hasib, Md. Sadiq Iqbal, Faisal Muhammad Shah et al.The problem of class imbalance is extensive for focusing on numerous applications in the real world. In such a situation, nearly all of the examples are labeled as one class called majority class, while far fewer examples are labeled as the other class usually, the more important class is called minority. Over the last few years, several types of research … …Journal of Computer Science, Vol. 16, Issue 11 · 13 Nov 2020 · 10,120 accessesView PDF Cite