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Menampilkan 1–7 dari 7 artikel
Predicting First-Year Student Performance with SMOTE-Enhanced Stacking Ensemble and Association Rule Mining for University Success Profiling
Kikunda, Philippe Boribo
; Kasongo, Issa Tasho
; Nsabimana, Thierry
; Ndikumagenge, Jérémie
; Ndayisaba, Longin
; Mushengezi, Elie Zihindula
; Kala, Jules Raymond
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
This study examines the application of Educational Data Mining (EDM) to predict the academic per-formance of first-year students at the Catholic University of Bukavu and the Higher Institute of Edu-cation (ISP) in the Democratic Republic of Congo. The primary objective is to develop a model that can identify at-risk students early, providing the university with a tool to enhance student support and academic guidance. To address the challenges posed by data imbalance (where successful cases outnu...
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A Comparative Analysis of Supervised Machine Learning Algorithms for IoT Attack Detection and Classification
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The proliferation of Internet of Things (IoT) devices has introduced significant security challenges, necessitating robust attack detection mechanisms. This study presents a comprehensive comparative analysis of ten supervised learning algorithms for IoT attack detection and classification, addressing the critical challenge of balancing detection accuracy with practical deployment constraints. Using the CICIoT2023 dataset, encompassing data from 105 IoT devices and 33 attack types, we evaluate N...
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A Comprehensive Approach to Protocols and Security in Internet of Things Technology
Journal of Computing Theories and Applications
Vol 2
, No 3
(2024)
The exponential growth of the Internet of Things (IoT) introduces a multitude of security challenges, as a vast number of connected devices often operate with inadequate protection measures. This vulnerability heightens the risk of cyberattacks, data breaches, and hacking, exposing systems and sensitive information to increased threats. Ensuring security in the IoT ecosystem while considering this rapidly expanding technology's physical limitations and specific requirements is a complex task. Th...
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Pengaruh Profitabilitas, Leverage, Corporate Governance, Dan Cash Holding Terhadap Nilai Perusahaan ( Studi Empiris Pada Perusahaan Aneka Industri Yang Terdaftar Pada Bursa Efek Indonesia Tahun 2020-2022 )
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 17
, No 2
(2024)
The purpose of this study is to determine the effects of cash holding, corporate governance, profitability, and leverage on a company's value. In this study, quantitative methods are used. An industrial sector business that was listed on the Indonesian stock exchange between 2020 and 2022 serves as the sample. 126 samples were obtained by applying the purposive sample method to data extracted from the financial accounts. Data analysis techniques include double linear regression analysis and hypo...
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Analysis of Biology Learning Media Needs at SMA Negeri 4 Tanjungpinang
Berliawanti, Fadinda
; Safika, Nurul
; Aprilia, Dina
; Salsabilla, Jilan Zahwa
; Fa U, Sabrina Thresia Gustianti
; Hindrasti, Nur Eka Kusuma
; Rosniati, Rosniati
; Amran, Rita Arnel
JOURNAL OF BIOLOGY LEARNING
Vol 5
, No 1
(2023)
The urgency of analyzing the needs of learning media is very important to analyze the needs of student learning media because there is a possibility that future learning will increase. For this reason, it is important to conduct further research on school policies in meeting student learning needs during the learning process. This study aims to analyze the needs of learning media in biology subjects at SMAN 4 Tanjungpinang. The research method used was descriptive and quantitative analysis with...
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MEMPERHATIKAN KARAKTERISTIK BUDAYA DALAM FENOMENA KEHIDUPAN BERMASYARAKAT
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 4
, No 2
(2020)
Nilai sosial sebagai petunjuk umum yang telah berlangsung lama, yang mengarahkan tingkah laku dan kepuasan dalam kehidupan sehari-hari. Untuk menentukan sesuatu itu dikatakan baik atau buruk, pantas atau tidak pantas harus melalui proses menimbang. Hal ini tentu sangat dipengaruhi oleh kebudayaan yang dianut masyarakat. tak heran apabila antara masyarakat yang satu dan masyarakat yang lain terdapat perbedaan tata nilai.Kata kunci: Fenomena, Bermasyarakat
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Analisis Problem Solving Skills Siswa pada Materi Lingkungan
JOURNAL OF BIOLOGY LEARNING
Vol 2
, No 2
(2020)
The purpose of the research was to find out the level of the students' problem solving skills on environmental material at X class of MAN Bintan. The researcher applied descriptive quantitative approach as method for analyzing the data. Sampling in this study using Total Sampling technique with the sampel consisted of 59 students. This instrument is used to collect students' problem solving skills through six aspects to Chang & Kelly with 6 items essay and feature interviews. The data were a...
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