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Menampilkan 1–10 dari 71 artikel
An Attention-Enhanced CNN–RBF Framework for Network Intrusion Detection in Imbalanced Traffic
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
The increasing complexity and scale of modern network traffic driven by IoT and cloud-based infrastructures have made accurate intrusion detection a critical challenge. Conventional network intrusion detection systems (NIDS) and many deep learning–based approaches struggle to reliably detect minority and stealthy attacks due to severe class imbalance and limited discrimination of subtle traffic patterns. To address these limitations, this study proposes a hybrid CNN–RBF–Attention framework for n...
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Optimizing Cost Performance in Green Industrial Palm Oil Projects Using AI-Based AEC
Advance Sustainable Science, Engineering and Technology
Vol 8
, No 1
(2026)
This study investigates green industrial palm oil project cost performance determinants through Artificial Intelligence (AI)-based Architecture, Engineering, and Construction (AEC) systems. The study employed a Structural Equation Modeling Partial Least Squares (SEM-PLS) approach to analyze significant data collected from 115 respondents through 166 validated indicators. Ten primary drivers were identified, and alternative water sources topped the list, followed by indoor air quality auditing, g...
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Teachers’ Spiritual Competence as The Foundation for Holistic Guidance of Children with Special Needs in Inclusive Madrasah Ibtidaiyyah
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 16
, No 2
(2026)
This study aims to analyze the role of teachers' spiritual competence as the foundation for implementing inclusive education in Islamic elementary schools (Madrasah Ibtidaiyah) through a qualitative library research approach. Data were collected from 48 scholarly works, reduced to 12 core sources, and analyzed using content and conceptual analysis. The findings reveal that teachers' spirituality serves as a moral, reflective, and emotional force guiding inclusive practices. Drawing on Spiritual...
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Implementasi Sistem Informasi Pinjaman Pada K.S.P Al Hudori Menggunakan Embarcadero XE2
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Information technology is currently developing and growing rapidly in all fields, supported by the advancement of computer technology. The application of information systems can also be applied to the financial services sector, including cooperatives like K.S.P Al Hudori. The loan service system remains ineffective due to the manual data management process, which involves writing data into ledgers, which are easily lost or damaged due to the paper-based nature of the data.
This research aims to...
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Pengaruh Debt To Equity Ratio dan Current Ratio Terhadap Return On Asset Pada PT Sido Muncul, Tbk
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 4
(2025)
This study aims to analyze the effect of the Debt to Equity Ratio (DER) and Current Ratio (CR) on Return on Assets (ROA) at PT Sido Muncul Tbk for the period 2019–2023. The research employs a quantitative associative approach using secondary data obtained from the company’s annual financial reports. The analytical method applied is multiple linear regression with the assistance of SPSS version 26. Prior to hypothesis testing, the model was examined using classical assumption tests, including nor...
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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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The Relationship Between Literacy Sklls and Scientific Explanation on Students Scientific Reasoning Throught Reading Concept Map-Numbered Head Together Learning Model
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 2
(2025)
Literacy skills play an important role in helping students clarify basic concepts, build relationships between concepts, reason and test each detail of each interrelated information and are able to derive each concept, thus students are accustomed to understanding each scientific process and activity carried out in Biology learning. The relationship between these two skills trains students to actively carry out in-depth scientific investigations.The purpose of this study was to identify the rel...
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Analysis Stability of Retaining Wall type Soldier Pile during Dewatering Work on Hospital Construction Site
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 3
(2025)
Groundwater subsidence during dewatering work can be a serious challenge if soil conditions are unstable, potentially disrupting the stability of supporting structures such as soil retaining walls. This research analyzed the stability of soldier pile type soil retaining walls during the dewatering process in hospital construction projects in the BSD area. The data used included the results of Standard Penetration Test (N-SPT), monitoring of dewatering work, inclinometer readings, and stability...
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ANALISIS PENGUKURAN TINGKAT KEPUASAN PENGGUNA APLIKASI GOJEK KHUSUS DRIVER MENGGUNAKAN METODE END USER COMPUTING SATISFACTION (EUCS) DI SURAKARTA
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
This study aims to analyze the level of user satisfaction among Gojek drivers in Surakarta by employing the End User Computing Satisfaction (EUCS) method. The research addresses various operational issues experienced by drivers, such as sudden performance drops, delayed Gopay balances, and missing customer addresses. The EUCS model evaluates satisfaction across five dimensions: content, accuracy, format, ease of use, and timeliness. Data was collected through questionnaires distributed to active...
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FOLKLOR DESA SUMBERREJO: SEBUAH AKULTURASI BUDAYA MASYARAKAT PEDESAAN
NALAR: Jurnal Pendidikan dan Kebudayaan
Vol 3
, No 2
(2025)
Desa merupakan salah satu bentuk pemukiman manusia yang telah ada sejak zaman prasejarah. Desa biasanya sangat tergantung pada sumber daya alam lokal untuk kehidupan sehari-hari, seperti air, tanah, dan hutan. Meskipun demikian, perkembangan zaman telah membawa perubahan signifikan dalam kehidupan desa. Globalisasi, urbanisasi, dan teknologi telah mengubah pola hidup dan struktur sosial di banyak desa di seluruh dunia, salah satunya ialah Desa Sumberrejo. Artikel ini menyelididki asal usul Desa...
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