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Deteksi Penyakit Daun Gandum Menggunakan Model Deteksi Objek YOLO
Purwoko, Herman
; Tumanggor, Benelekser
; Supriatna, Dahlan
; Purwoko Putro, Herman
; Tumanggor, Benelekser
; Supriatna, Dahlan
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 6
, No 1
(2026)
Tanaman padi merupakan salah satu komoditas pangan utama di dunia yang memiliki peran penting dalam menjaga ketahanan pangan global. Namun, produktivitas tanaman padi seringkali terganggu oleh berbagai penyakit daun yang dapat menurunkan kualitas dan hasil panen secara signifikan. Deteksi penyakit secara dini menjadi langkah penting untuk mengendalikan penyebaran penyakit tersebut. Metode konvensional yang mengandalkan pengamatan manual memiliki keterbatasan dalam hal kecepatan, akurasi, serta k...
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Cam Simulation and Dimensional Verification of CNC-Machined Orthopaedic Femoral Components: Toolpath Optimization and 3D-Scan Metrology
Setyoadi, Yuris
; Rifky Ismail
; Bayuseno, Athanasius Priharyoto
; I Nyoman Jujur
; Novriansyah, Robin
; Darmanto
; Prawibowo, Hartanto
; Anggoro, Paulus Wisnu
This study investigates the optimization of manufacturing femoral components for Total Knee Replacement (TKR) using Computer-Aided Manufacturing (CAM) simulation and 5-axis CNC milling, followed by dimensional verification based on 3D scanning. The machining process was simulated in Autodesk PowerMill to generate collision-free toolpaths for AISI 316L stainless steel. Dimensional verification was conducted by comparing the 3D-scanned physical model (using Creality CR-Scan Ferret Pro) with the or...
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Implementasi Metode Vision Transformer (ViT) Dalam Klasifikasi Jenis Tanah
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
This study applies the Vision Transformer (ViT) method to soil-type classification and evaluates its accuracy using digital images. The Vision Transformer (ViT) is a Deep Learning architecture that uses self-attention to extract global features from images, enabling it to recognize texture and color patterns more comprehensively than other convolutional methods. The dataset used consists of eight soil types, each containing 77 image data in “.jpg” format. Each image was processed and augmented t...
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Implementasi Metode Vision Transformer (ViT) Dalam Klasifikasi Jenis Tanah
Hasbi, Abdilah
; Ardollynata, Ardollynata
; Tumanggor, Benelekser
; Hasbi, Abdilah
; Ardollynata, Ardollynata
; Tumanggor, Benerlekser
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
This study applies the Vision Transformer (ViT) method to soil-type classification and evaluates its accuracy using digital images. The Vision Transformer (ViT) is a Deep Learning architecture that uses self-attention to extract global features from images, enabling it to recognize texture and color patterns more comprehensively than other convolutional methods. The dataset used consists of eight soil types, each containing 77 image data in “.jpg” format. Each image was processed and augmented t...
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Deteksi Jenis Jerawat Berbasis Android menggunakan Ensemble Deep Learning dengan Optimasi Layer Parsial
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Accurate classification of acne types is essential for determining the appropriate treatment. This study developed an automatic detection system based on Android using an ensemble Deep Learning approach and partial layer optimization to address the visual similarity challenges among different acne types. MobileNet and EfficientNetB0 were used as base models, then combined using majority voting and weighted averaging techniques. The dataset used consisted of 6,875 acne images that underwent prepr...
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HUBUNGAN KEPUASAN KERJA DENGAN KINERJA PERAWAT DIRUMAH SAKIT SANTA ELISABETH MEDAN TAHUN 2024
JURNAL KEPERAWATAN SISTHANA
Vol 10
, No 2
(2025)
Kinerja perawat merupakan kegiatan perawat dalam mengimplementasikan sebaik-baiknya suatu wewenang, tugas dan tanggung jawabnya pada rangka pencapaian tujuan tugas utama profesi untuk terwujudnya tujuan dan target unit organisasi. Berbagai faktor yang dapat mempengaruhi kinerja perawat yaitu kepuasan kerja. Kepuasan kerja merupakan cerminan perasaan pegawai terhadap pekerjaannya. Tujuan penelitian ini adalah untuk mengidentifikasi Hubungan Kepuasan Kerja dengan Kinerja Perawat di Rumah Sakit San...
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Recent Advances in Catalytic Systems for the Sustainable Synthesis of Ethyl Levulinate from Biomass
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 3
(2025)
The esterification of levulinic acid to ethyl levulinate presents challenges in catalyst efficiency, reusability, and environmentally friendly process design, restricting commercial scalability. This study examines recent studies on diverse catalysts, including Deep Eutectic Solvents (DES), homogeneous and heterogeneous systems, and their effects on yield. DES is positioned as a more sustainable option, with yields as high as 99.8%, quicker reaction times, and a lower environmental effect. Wh...
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PENINGKATAN KINERJA PEMASARAN MELALUI ORIENTASI KEWIRAUSAHAAN DAN ORIENTASI PEMBELAJARAN DENGAN INOVASI SEBAGAI MEDIASI
Innovation, Theory & Practice Management Journal
Vol 4
, No 2
(2025)
Penelitian ini bertujuan untuk menganalisis pengaruh kepemimpinan yang melayani dan efikasi diri terhadap kinerja pegawai Kecamatan Candisari baik secara langsung maupun tidak langsung melalui komitmen organisasi sebagai mediasi. Populasi yang digunakan adalah seluruh pegawai yang bekerja di Kecamatan Candisari Kota Semarang dengan jumlah 105 pegawai. Teknik pengambilan sampel menggunakan metode sensus atau sampel jenuh, sehingga seluruh jumlah populasi akan dijadikan sampel penelitian yaitu 105...
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The Cultural Values of the Bedhah Bumi Heirloom Withdrawal Tradition in Gunungkidul from the Perspective of Symbolic Anthropology
Kawruh: Journal of Language Education, Literature and Local Culture
Vol 7
, No 1
(2025)
The purpose of this study is to provide an in-depth explanation of the cultural values contained within the Bedhah Bumi heirloom retrieval tradition in Gunungkidul. This research also aims to contribute to the body of knowledge on culture, in order to ensure that Javanese culture—particularly traditions specific to certain areas—continues to be preserved. This study employs a qualitative research method. The research subject consists of the sole family that has inherited the leadership of the Be...
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Peningkatan Kapasitas Pegawai Melalui Program Rumah Sakit Aman Bencana (RSAB) di RSUD Kilisuci Kota Kediri
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
This research aims to see the results of activities to increase employee capacity through the disaster safe hospital (RSAB) program at Kilisuci Regional Hospital, Kediri City. Hospital preparedness plans are very important in ensuring the safety of the hospital environment and the actions that need to be taken to ensure health services remain available during a disaster situation. Kilisuci Regional Hospital does not yet have a preparedness plan that is documented, tested, and involves the surrou...
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