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Menampilkan 121–130 dari 4378 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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Optimization of Off-Grid Solar Lighting Systems Using OEMOF Integrated with IoT Field Data — Case Study: Bukit Kunci, Indonesia
Herraprastanti, Eva Hertnacahyani
; Kiono, Berkah Fajar Tamtomo
; Haryanto, Ismoyo
; Muchammad, Muchammad
; Korai, Muhammad Safar
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
The growing need for efficient night lighting in natural tourist destinations highlights the importance of reliable and sustainable energy solutions. This study analyzes the optimization of solar-based lighting at Bukit Kunci, Indonesia, using the Open Energy Modelling Framework (OEMOF) combined with real-time monitoring via the IoT ThingSpeak platform. Photovoltaic (PV) panel data recorded at 15-second intervals during February–July 2025, yielding 532,520 records, were cleaned and aggregated as...
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Islamic Education Learning Motivation: How the STAD Cooperative Model Impacts Students
International Journal of Research in Education
Vol 6
, No 1
(2026)
This study aims to analyze the effect of the Student Teams Achievement Division (STAD) cooperative learning model on students’ learning motivation in Islamic Religious Education (Pendidikan Agama Islam/PAI) at SMA Muhammadiyah 2 Bandar Lampung. The research employed a quantitative approach using a quasi-experimental design involving two groups: an experimental class implementing the STAD model and a control class receiving conventional instruction. The research instrument was a PAI learning moti...
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Pengaruh Permainan Tradisional Gobak Sodor Untuk Meningkatkan Minat Siswa Materi Kebugaran Jasmani
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini dilaksanakan untuk menganalisis efektivitas penerapan permainan tradisional Gobak Sodor dalam meningkatkan minat belajar peserta didik pada mata pelajaran Pendidikan Jasmani, Olahraga, dan Kesehatan (PJOK), terutama pada pokok bahasan kebugaran jasmani. Pendekatan yang diterapkan pada studi ini ialah kuantitatif melalui rancangan pre-eksperimental dan menerapkan desain one group pretest–posttest. Subjek penelitian berjumlah 59 siswa kelas VII dan VIII SMPN 12 Semarang yang ditentu...
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Pengaruh Gaya Kepemimpinan dan Motivasi Kerja terhadap Loyalitas Pegawai pada Kantor Kecamatan Bungku Pesisir
Public Service And Governance Journal
Vol 7
, No 1
(2026)
This study aims to analyze the influence of leadership style and work motivation on employee loyalty at the Bungku Pesisir District Office, Morowali Regency. The study used a quantitative approach by distributing questionnaires to 40 employees as respondents. The research instrument consisted of 36 statement items with the variables of leadership style (X1), work motivation (X2), and employee loyalty (Y). The data were analyzed using descriptive statistics, classical assumption tests, and multip...
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EDUKASI PENCEGAHAN HIV/AIDS DI SMP NEGERI 29 BENGKURING KOTA SAMARINDA TAHUN 2025
Jurnal Pengabdian kepada Masyarakat Sidoluhur
Vol 6
, No 01
(2026)
HIV (Human Immunodeficiency Virus) adalah virus yang menyerang sistem kekebalan tubuh yang dapat melemahkan kemampuan tubuh melawan infeksi dan penyakit. AIDS (Acquired Immune Deficiency Syndrome) adalah kondisi di mana HIV sudah pada tahap infeksi akhir. Ketika seseorang sudah mengalami AIDS, tubuh tidak lagi memiliki kemampuan untuk melawan infeksi yang ditimbulkan. Tidak dipungkiri bahwa masih tinggi stigma negatif dan diskriminasi terkait penyakit HIV di masyarakat. Kegiatan pengabdian masya...
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Stratification and Charging Efficiency in Compact Thermal Storage Under Variable Flow Conditions: An AI-Assisted Simulation Study
Simanjuntak, Janter P.
; Daryanto, Eka
; Tambunan, Bisrul Hapis
; Silaban, Robert
; Sinaga, Denny Haryanto
; Zainon, Mohd Zamri
; Muhammad Ibrahim
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Thermal Energy Storage (TES) systems are essential for managing low-grade heat in renewable energy applications. This study evaluates the impact of flow rate and heating power on thermal stratification and efficiency within a 30-liter TES unit. Using an AI-assisted simulation framework, the system's performance was analyzed across varying flow rates (0.3–0.9 LPM) and heater capacities (1.5–2.0 kW). Results indicate that lower flow rates (0.3–1.2 LPM) effectively preserve stratification, whereas...
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Optimized Deep Learning Framework for Clinical Data Classification Using Firefly-Enhanced Stacked Sparse Autoencoders
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Diabetes is a chronic metabolic disorder characterized by sustained high blood sugar levels, which frequently cause complications, including neuropathy and cardiovascular disease. Due to the complex and nonlinear nature of clinical data, accurate and timely prediction is challenging. Traditional approaches struggle to generalize or extract rich features from low-resolution datasets. In this paper, a hybrid deep learning model (FA-SSAE: Firefly Algorithm-based Stacked Sparse Autoencoder) is propo...
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Optimizing Cost Performance in Green Industrial Palm Oil Projects Using AI-Based AEC
Advance Sustainable Science, Engineering and Technology (ASSET)
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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Evaluation of Learning Management System for Users with Accessibility Needs Using Extended Technology Acceptance Model (E-TAM)
Zatin Niqotaini
; Henki Bayu Seta
; Theresiawati
; Dwi Vernanda
; Artika Arista
; Muhammad ibrahim Al Farisi
; Rapolo Joshua Napitupulu
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Inclusive education aims to provide equal learning opportunities for students with special needs, including the use of a Learning Management System (LMS). The urgency of this research stems from the significant challenges in LMS accessibility, which pose major obstacles for students with disabilities. These challenges include difficult navigation, a lack of screen reader features, and unfriendly interface design. The objectives of the research are to identify and evaluate the factors of LMS acce...
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