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Menampilkan 1–10 dari 39 artikel
Attention-Augmented GRU for Stock Forecasting: A Trade-Off Between Directional Accuracy and Price Prediction Error
R. Daniel Hartanto
; Guruh Fajar Shidik
; Farrikh Alzami
; Ahmad Zainul Fanani
; Aris Marjuni
; Abdul Syukur
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
Attention mechanisms have been widely incorporated into recurrent neural network architectures for financial time series forecasting, with most prior work reporting improvements in price-level error metrics. This study revisits that claim through a controlled empirical comparison of four deep learning architectures on nearly two decades of Telkom Indonesia (TLKM) closing price data from the Indonesia Stock Exchange (IDX). The models evaluated are a three-layer Gated Recurrent Unit (GRU) baseline...
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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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The Effect of Lean Management on Innovation Performance: How Absorptive Capacity Affects Food Manufacturing Industry?
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
This study analyzes the effect of Lean Management Practices (LMP) on Innovation Performance (IP) through the mediating role of Absorptive Capacity (AC) in Indonesia’s food and beverage industry. A structured questionnaire adapted from validated instruments (Gaspersz, 2007; Cohen & Levinthal, 1990; Damanpour, 1991) was distributed to 200 managers and supervisors from food manufacturing firms listed in the Indonesian Ministry of Industry registry, yielding 180 valid responses (90% response rat...
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Penguatan Literasi Etika Artificial Intelligence bagi Guru SMA sebagai Upaya Pemanfaatan Teknologi untuk Pendidikan
Buletin KKN Pendidikan
Vol 7
, No 2
(2025)
Perkembangan kecerdasan artifisial (Artificial Intelligence/AI) di bidang pendidikan menghadirkan peluang sekaligus tantangan, terutama terkait aspek etika, perlindungan konsumen, dan keamanan data. Guru tidak hanya berperan sebagai pengguna, tetapi juga sebagai konsumen dan mediator teknologi AI di lingkungan sekolah. Namun, masih terdapat keterbatasan pemahaman dan kesadaran guru dalam memanfaatkan AI secara etis dan bertanggung jawab. Kegiatan pengabdian kepada masyarakat ini bertujuan mening...
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Engineering Assessment of Earthquake Resistant Building Code Based on Seismic Load Responses
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
Earthquake-resistant building design is fundamentally aimed at safeguarding life safety while controlling structural damage and preserving post-earthquake functionality under uncertain seismic actions. Although contemporary seismic codes provide detailed procedures for estimating earthquake-induced loads, differences in seismic hazard representation, force distribution rules, and deformation assumptions can lead to considerable variation in predicted structural response. This study presents a co...
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ANALISIS PENGUNAAN PUPUK MAKRO MAJEMUK TERHADAP PERTUMBUHAN BIBIT KELAPA SAWIT (Elaeis guineensis Jacq) DI PRE NURSERY
Mediagro: journal of agricultural sciences
Vol 21
, No 3
(2025)
Studi ini dimaksudkan untuk mengetahui pengaruh penggunaan pupuk makro majemuk terhadap pertumbuhan bibit kelapa sawit (Elaeis guineensis Jacq.) pada tahap pre-nursery serta menentukan dosis optimal yang mendukung pertumbuhan vegetatif tanaman. Penelitian dilaksanakan di kebun praktik Kecamatan Toho, Kabupaten Mempawah, Kalimantan Barat, dari Maret hingga September 2025. Rancangan enelitian ini dilaksanakan dengan menggunakan rancangan percobaan Acak Lengkap (RAL) non-faktorial dengan empat perl...
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Klitih In The Digital Era: A Criminogenic Analysis And The Dilemma Of Restorative Justice Implementation
Research Fair Unisri
Vol 9
, No 1
(2025)
The phenomenon of klitih in Yogyakarta represents a form of street violence perpetrated by adolescents, often rooted in complex criminogenic factors such as moral degradation, weak family control, the influence of social media, and the glorification of violence by peer groups. This study employs a descriptive qualitative approach through case analysis and an examination of structural, cultural, and systemic factors influencing juvenile delinquency. The implementation of restorative justice as re...
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Article Pelatihan Pembuatan MPASI Tinggi Protein PROTIAS kepada Kader Posyandu di Wilayah Kerja Puskesmas Sukorambi Kabupaten Jember
Restuti, Arisanty
; Yulianti, Adhiningsih
; Ahmad, Arisona
; Hartanto, Sugeng
; Widyawatiningrum, Endang
; Nurmasyitah, Vita
; Ramadhany, Rendy Chairul
Abdi Geomedisains
Vol 6
, No 1
(2025)
Stunting prevention developing high-protein complementary foods (MP-ASI) and other nutrients needed by children for optimal growth and providing health education. PROTIAS is a high-protein MP-ASI based on Polije healthy rice flour combined with catfish meat flour. Community service activities are carried out by providing training to posyandu cadres on making PROTIAS MPASI made from rice flour combined with catfish meat flour as a healthy menu MPASI in the Puskemas Sukorambi working area, Jember....
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GROUP GUIDANCE WITH COMPUTATIONAL RIGOROUS MATHEMATICAL THINKING (CRMT) MODEL TO IMPROVE STUDENTS’S ASSERTIVE COMMUNICATION
Barida, Muya
; Sari, Utari Dwi Perwita
; Hartanto, Dody
; Widyastuti, Dian Ari
; Rofiah, Nurul Hidayati
; Andriyani, Andriyani
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 6
, No 1
(2025)
Assertive communication is needed to create comfort in communicating, feelings of mutual respect between individuals, avoiding passive and aggressive communication, and maintaining rights between individuals. This research aims to test the effectiveness of group guidance using the Computational Rigorous Mathematical Thinking (CrmT) model in improving assertive communication. To achieve this goal, the research used a pre-experimental research design. The research subjects were selected using a pu...
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Prototipe Sistem Monitoring untuk Pengatur Suhu dan Kelembapan pada Rumah Jamur Tiram Berbasis Internet of Things (IoT)
Dinamik
Vol 30
, No 1
(2025)
Kelembapan dan suhu merupakan faktor yang penting dalam budidaya jamur karena jamur membutuhkan kelembapan dan suhu tertentu untuk tumbuh dengan baik. Aspek lingkungan perlu diperhatikan dalam budidaya jamur adalah selama masa pemeliharaan dan suhu di dalam rumah jamur harus dijaga di kisaran 15-30°C. Suhu di bawah 15°C mengakibatkan tubuh buahnya mengecil dan tangkainya panjang, tetapi kurus. Jika suhunya di atas 30°C, suhu akan menyebabkan payung jadi tipis dan ukurannya kerdil. Kelembapan uda...
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