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Analisis Perbandingan Yolov11 dan MobileNetV3 untuk Klasifikasi Varietas Padi
Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
; Octaviansyah, Ade
; Sari, Herva Emilda
; Raharjo, Teguh
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 17
, No 1
(2026)
Penelitian ini bertujuan untuk menganalisis dan membandingkan kinerja model YOLOv11 dan MobileNetV3 dalam mengklasifikasikan varietas padi berdasarkan gambar digital. Kumpulan data terdiri dari 10.000 gambar yang mewakili lima varietas padi, yaitu Arborio, Basmati, Ipsala, Jasmine, dan Karacadag. Kumpulan data tersebut dibagi menjadi set pelatihan dan set pengujian, dengan proses pelatihan dilakukan selama 100 epoch. Hasil evaluasi menunjukkan bahwa MobileNetV3 mencapai akurasi klasifikasi sebes...
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Numerical Simulation of Mixed Convection Heat Transfer in a Vehicle Cabin with Variable Aspect Ratios Using CFD
The study of mixed convection heat transfer within rectangular cavities is a vital topic in engineering applications such as ventilation systems and heat exchangers. In this research, ANSYS Fluent software was used to simulate heat transfer within a rectangular cavity. The left wall was heated, and the right wall was cooled; the aspect ratio (AR) was varied (0.5-2), and an inlet was installed at the top and an outlet at the bottom, while the other walls were insulated. The Reynolds number (Re) v...
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Adaptive Learning Platforms For Maritime Education:Ai-Powered Simulation And Competency Assessment In Nautical Training Institutions
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2026)
The maritime education sector faces complex challenges in preparing competent seafarers amid the rapid advancement of digital technology. This study investigates the effect of artificial intelligence-based simulations and AI-based competency assessments on competency achievement levels among nautical cadets at Indonesian maritime training institutions. The research design employed a convergent parallel mixed-methods approach, integrating quantitative and qualitative methods to gain a comprehensi...
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Pemodelan Faktor-Faktor yang Berpengaruh terhadap Kecurangan Akademik dengan Pendekatan Covariance Base Structural Equation Modeling menggunakan LISREL
Didi Didi
; Dwi Gemina
; Agis Nuraeni
; Alya Nurhasani
; Dea Julfani
; Firda Fauziah
; Hania Setiana
; Hilda Aini Lutfiah
; Marisa Talia Putri
; Nisrina Alya Nafisah
; Regita Cahyani
; Sahl Rakhaningrum
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 5
, No 1
(2026)
Academic cheating remains a persistent problem in higher education. This study examines how pressure and opportunity influence academic cheating through the mediation of rationalization. This research aims to explain the relationship between pressure and opportunity. Primary data for this quantitative study were collected using a questionnaire completed by 65 students who had experience taking exams and completing academic assignments. The sample was determined using purposive sampling. The Cova...
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Graph-Theoretical Approach to Clusters – Analysis of Clusters with 5–11 Vertices –
Sekine, Rika
; Hayakawa, Shogo
; Taki, Sota
; Sato, Moemi
; Ikegaya, Haruki
; Kimura, Hiroto
; Nakata, Tomoya
; Murono, Ayumi
; Kobayashi, Yosuke
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
In this study, we systematically analyzed all isomers of 5–11 atom clusters using a graph-theoretical approach and evaluated their maximum Hückel energy (HE) within the Hückel approximation. The maximum HE increased with the number of bonds, reached a maximum at an intermediate value, and then decreased again, with the peak located near the average of the minimum and maximum possible edge numbers. This relationship was well reproduced by a simple linear expression. The isomers with maximum HE we...
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Basic Concepts of Human Resource Management and Its Challenges in the Modern Era of Education
International Journal of Research in Education
Vol 6
, No 1
(2026)
This study aims to analyze the basic concepts, functions, challenges, and strategies of human resource management in education in the modern era. This study uses a library research method with a descriptive-analytical approach, which examines various scientific literature, books, and journals published between 2015 and 2025 that are relevant to human resource management in education. The results of the study indicate that human resource management in educational institutions has evolved from an...
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KEPEMIMPINAN AUTENTIK DAN PENYESUAIAN PEKERJAAN:INFLUENSI KETERLIBATAN KERJA TERHADAP KINERJA PEGAWAI DINAS PERHUBUNGAN KABUPATEN PEMALANG
Innovation, Theory & Practice Management Journal
Vol 5
, No 1
(2026)
Penelitian ini dilatarbelakangi oleh pentingnya peningkatan kinerja pegawai sektor publik yang sering terkendala birokrasi, budaya organisasi hierarkis, dan regulasi ketat. Kepemimpinan autentik dan penyesuaian pekerjaan dipandang sebagai faktor yang dapat
memengaruhi kinerja pegawai baik secara langsung maupun melalui keterlibatan kerja. Kepemimpinan autentik berperan dalam menciptakan iklim kerja yang terbuka dan penuh integritas, sedangkan penyesuaian pekerjaan memberi ruang bagi pegawai me...
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Deteksi Dini Penyakit Tanaman Tomat Menggunakan Model Real-Time Detection Transformer (RT-DETR)
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Deteksi dini penyakit pada tanaman tomat merupakan aspek penting dalam pertanian modern untuk menjaga produktivitas dan meminimalkan kerugian akibat serangan penyakit. Penelitian ini bertujuan untuk mengembangkan dan mengevaluasi sistem deteksi dini penyakit tanaman tomat menggunakan model Real-Time Detection Transformer (RT-DETR) berbasis deep learning. Dataset yang digunakan terdiri dari 1.000 citra daun tanaman tomat yang terinfeksi berbagai jenis penyakit, yang telah melalui proses pelabelan...
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Deteksi Dini Penyakit Tanaman Tomat Menggunakan Model Real-Time Detection Transformer (RT-DETR)
Raharjo, Teguh
; Putro, Herman Purwoko
; Sari, Herva Emilda
; Raharjo, Teguh
; Putro, Herman Purwoko
; Sari, Herva Emilda
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Deteksi dini penyakit pada tanaman tomat merupakan aspek penting dalam pertanian modern untuk menjaga produktivitas dan meminimalkan kerugian akibat serangan penyakit. Penelitian ini bertujuan untuk mengembangkan dan mengevaluasi sistem deteksi dini penyakit tanaman tomat menggunakan model Real-Time Detection Transformer (RT-DETR) berbasis deep learning. Dataset yang digunakan terdiri dari 1.000 citra daun tanaman tomat yang terinfeksi berbagai jenis penyakit, yang telah melalui proses pelabelan...
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Multimodal Deep Learning for Pneumonia Detection Using Wearable Sensors: Toward an Edge-Cloud Framework
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
Pneumonia remains a leading cause of morbidity and mortality worldwide, particularly in resource-limited settings and among elderly populations, where timely diagnosis and continuous monitoring are often constrained by limited clinical infrastructure. This study presents an edge–cloud–integrated framework for early pneumonia risk monitoring, leveraging multimodal wearable sensors and deep learning to support continuous short-duration monitoring. The proposed system is designed to operate in near...
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