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A Sustainable Computational Framework for Breast Cancer Screening: Optimizing High-Dimensional Feature Spaces via MVP-PCA for Resource-Constrained Environments
The rapid integration of Electronic Health Records (EHR) demands the efficient processing of high-resolution medical images. However, deep learning architectures applied to mammography classification often produce massive, high-dimensional feature spaces susceptible to the curse of dimensionality and anatomical noise. Furthermore, conventional dimensionality reduction approaches tend to cause over-reduction, which destroys crucial microcalcification textures. To address these challenges, this st...
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Sistem Rekomendasi Multimodal Pada E-Commerce Menggunakan Transformer Integrasi Teks Deskripsi Dan Gambar Produk Untuk Mengatasi Item Cold-Start
Journal of Informatics Education
Vol 9
, No 1
(2026)
Penelitian ini mengembangkan sistem rekomendasi multimodal berbasis Transformer yang mengintegrasikan teks deskripsi dan gambar produk untuk mengatasi masalah cold-start pada e-commerce. Fokus utama penelitian adalah menguji efektivitas sistem rekomendasi multimodal dengan evaluasi Top-K (Recall, NDCG, MRR) pada dua domain: Overall dan Cold-start. Hasil eksperimen menunjukkan bahwa model berbasis konten tunggal (text-only dan image-only) lebih stabil dalam menghadapi item cold-start dibandingkan...
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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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Workshop Penerapan Teknologi Qrcode pada Aplikasi Elivestock di Bumdes Panji Boma Ciamis
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
Goat farming in Indonesia, especially at the small and medium farmer level, is still largely carried out traditionally. Recording of livestock data related to pedigree, birth, weight and others, has not been done well by some farmers. Good livestock management is important because it has a direct impact on productivity, livestock health, cessation of livestock businesses and the welfare of farmers. Based on these problems, in this community service activity, training was carried out on the use o...
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Tanggung Jawab Hukum Pelaku Usaha Cross-Border E-Commerce Terhadap Perlindungan Konsumen Indonesia
AMNESTI : Jurnal Hukum
Vol 8
, No 1
(2026)
Perkembangan pesat teknologi digital dan e-commerce internasional telah membawa dampak signifikan pada pola transaksi perdagangan, termasuk dalam transaksi lintas negara atau cross-border e-commerce. Fenomena ini memberikan kemudahan bagi konsumen di Indonesia untuk mengakses produk dari pelaku usaha luar negeri. Namun, di sisi lain, hal ini juga memunculkan tantangan dalam hal perlindungan konsumen, mengingat perbedaan hukum dan yurisdiksi antara negara pelaku usaha dan konsumen. Penelitian ini...
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Komunikasi Intrapersonal sebagai Bentuk Resiliensi Diri Atlet Pencak Silat dalam Mengelola Kecemasan Pra-Pertandingan
Aulia, Putri
; Universitas Gunadarma
; Zulzilah, Siti
; Universitas Gunadarma
; Amalia, Bella
; Universitas Gunadarma
; Wijaya, Widiastiana Vista
; Universitas Gunadarma
Aguna: Jurnal Ilmu Komunikasi
Vol 7
, No 1
(2026)
ABSTRAK Kecemasan pra-pertandingan merupakan kondisi yang umum dialami atlet pencak silat dan berpotensi memengaruhi fokus, motivasi, serta kesiapan mental dalam menghadapi kompetisi. Dalam situasi tersebut, atlet tidak hanya mengandalkan komunikasi eksternal dengan pelatih atau lingkungan, tetapi juga mengaktifkan komunikasi intrapersonal sebagai proses internal untuk menata pikiran, emosi, dan kesiapan diri. Penelitian ini bertujuan untuk menganalisis komunikasi intrapersonal sebagai bentuk r...
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Benchmarking Graphics Rendering Capabilities: Java Processing vs. P5.js
Firdaus, Muhammad Bambang
; Darma, Adi Surya
; Arifin, Zainal
; Anam, M. Khairul
; Halim, Muhammad Yusuf
; Yunianta, Arda
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
Rendering efficiency is a critical factor in cross-platform animation development. This study benchmarks the performance of Java Processing and P5.js by measuring frame rates and frame counts across six heterogeneous computing devices for 2D and 3D animation tasks. Each benchmark was executed under standardized conditions for 60 seconds, and performance data were collected at fixed intervals. Results indicate that Java Processing consistently achieves higher rendering efficiency, with up to 313%...
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Introduction Of The Basic Concept Of Good Manufacturing Process On Small Medium Enterprises Of Cassava-Based Crackers
Palawa: Jurnal Pengabdian Kepada Masyarakat
Vol 4
, No 2
(2025)
One approach to enhance competitiveness among SMEs is through the implementation of Good Manufacturing Practices (GMP). However, the SMEs Slondok Puyur, which produce cassava-based crackers, currently has limited understanding and knowledge regarding the fundamental concepts of GMP. As a result, this community service initiative is designed to introduce the basic principles of Good Manufacturing Processes to the SMEs of Slondok Puyur. The community engagement involved a series of activities that...
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Peran Konten Kreatif dalam Meningkatkan Brand Awareness Sopiri Driving School melalui Media Sosial
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
The development of digital technology has transformed how businesses build brand image through social media. This study aims to determine the role of creative content in enhancing the brand awareness of Sopiri Driving School through social media platforms such as Instagram and TikTok. The research method used is Research and Development (R&D) adapted from the Borg & Gall model, consisting of problem identification, design, development, testing, and evaluation stages. The study produced t...
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Tiktok Sebagai Media Literasi Politik Terhadap Pemilih Pemula
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 2
(2025)
The rise of digital technology has changed how young people access information, including political issues. TikTok, a short-video platform, has become a popular medium for first-time voters to engage with political content. This study aims to describe their understanding of political content on TikTok and its influence on political literacy. Using a qualitative approach with in-depth interviews of six informants in Pekanbaru, findings show that TikTok has potential as an accessible and engaging...
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