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Menampilkan 1–10 dari 6761 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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Behavioral Malware Detection via API Call Sequences: A Comparative Study of LSTM and Transformer Architectures Using NLP-Inspired Representations
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experim...
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Mechanical Performance of Recycled Plastic-Based Paving Blocks with Sand and Fly Ash Fillers
Qomaruddin, Mochammad
; Fakhriyan, Adi Noor
; Saputro, Yayan Adi
; Priastiwi, Yulita Arni
; Fatchur Roehman
; Nasyiin Faqih
; Arif Hidayat
; Akhmad Firdos Khoiril Khitam
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 2
(2026)
The use of recycled plastic waste as a binder for paving blocks has been reported in a number of previous studies. However, most of these studies focus on feasibility and do not clearly explain how different plastic types behave mechanically over time. In this study, the compressive strength performance of paving blocks made from polypropylene (PP), polyethylene terephthalate (PET), and high-density polyethylene (HDPE) was experimentally compared using sand or fly ash as fillers. All mixtures we...
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Tingkat Kemampuan Motorik Siswa SDN Slerok 1,2,3, Dan 4 Kota Tegal Tahun 2025-2026
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 2
(2026)
Tujuan dari penelitian ini adalah untuk mengetahui kemampuan motorik siswa putri kelas IV SDN Slerok 1-4 Kota Tegal . Metode yang digunakan penelitian kuantitatif jenis survei. Sample dalam penelitian ini adalah siswa putri kelas IV sebanyak 40 siswa dengan metode teknik purposive sampling. Instrumen tes yang digunakan berupa tes motor ability untuk yang meliputi tes lempar tangkap bola jarak 1 meter dengan tembok (koordinasi) dan tes lari cepat 30 meter (kecepatan). Teknik analisis data menggun...
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Agency and Post-Crisis Resilience: A Qualitative Analysis of Rohingya Women Refugees' Self-Help Capacity Development Strategies in Aceh
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study explores the lives of Rohingya women residing in the Minaraya refugee camp, Padang Tiji Subdistrict, Pidie Regency, Aceh, through the lens of the Gender Agency Theory and Resilience Theory. It aims to understand how these women negotiate their roles within a patriarchal social structure and develop resilience amid economic, social, and cultural constraints. The findings reveal that Rohingya women live under a deeply entrenched patriarchal system in which men dominate decision-making p...
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Enhancing Local MSME Competitiveness through ParticipatoryCommunity Service and Digital Transformation Initiatives
Shibghatalloh, A., H.
; Wardhani, A., A.
; Solechan, A.
; Syafrudin, H., A
; Sumargo, A., S.
; Dwiantoro, L., W., P.
; Kwartawaty, N., N.
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in supporting local economic development and employment creation. However, many local MSMEs continue to face structural challenges related to limited managerial capacity, low digital literacy, and weak market competitiveness. This community service program aims to enhance the competitiveness of local MSMEs through participatory empowerment and digital transformation initiatives. The program was implemented using a participatory app...
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Implementasi Edukasi Kesehatan pada Remaja untuk Mendukung Terwujudnya Remaja Sehat
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Remaja sebagai generasi penerus bangsa memiliki peran penting dalam melanjutkan pembangunan Negara, oleh karena itu dapat dikatakan bahwa remaja merupakan aset atau modal utama sumber daya manusia bagi pembangunan bangsa di masa depan. Oleh karena itu, kesehatan remaja perlu dijaga agar dapat menjadi generasi penerus bangsa yang sehat, produktif dan berkualitas. Metode penelitian ini menggunakan metode Participatory Action Research (PAR). Metode PAR menggunakan beberapa teknik, antara lain; pert...
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Pelaksanaan GEMA (Gerakan Bersama Hapus Jentik & Edukasi 3M) dengan Pemberian Abate di Desa Sambung
Nyethrea Baby
; Yesita Ragil Kusuma Ningrum
; Dela Tri Mulyani
; Anandika Cahaya Putra Juliawan
; Silvia Sindi Mareta
; Revi Oktaviana
; Faradilla Putri Aulia
; Intan Lestari Widayanti
; Alfiyatunnadziroh
; Arkhanza Naufal Rosanto
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Lingkungan rumah yang memiliki tempat penampungan air tanpa pengelolaan yang baik berpotensi menjadi lokasi perkembangbiakan nyamuk vektor Demam Berdarah Dengue (DBD). Salah satu upaya pencegahan yang dapat dilakukan adalah pemberantasan sarang nyamuk (PSN) melalui penerapan perilaku 3M serta penggunaan larvasida abate pada wadah air yang sulit untuk dikuras. Kegiatan ini bertujuan untuk menggambarkan pelaksanaan Program GEMA (Gerakan Bersama Hapus Jentik) yang mengintegrasikan edukasi 3M dan pe...
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Assistance in Developing Herbal Teh Gurah Products to Enhance the Competitiveness of MSMEs in Wukirsari Village, Bantul
Rr. Hawik Ervina
; Shofif Sobaruddin Akbar
; Qristin Violinda
; Natasya Salsa Oktaviana
; Galuh Dwi Wahyu Ningsih
; Atiqah Farahidatul Aliya
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Wukirsari Village, located in Imogiri Sub-district, Bantul Regency, has significant potential in developing herbal products based on local wisdom, one of which is Teh Gurah. However, local micro, small, and medium enterprises (MSMEs) still face several challenges, including limited knowledge of product development, packaging, and effective marketing strategies. This community service program aims to enhance the competitiveness of Teh Gurah MSMEs through assistance in herbal product development....
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VIBRANT VILLAGE BASED HEALTHY VILLAGE EMPOWERMENT: STUNTING AND MALNUTRITION PREVENTION IN KELURAHAN SADENG
Community Service Journal: Adarma Acitya
Vol 1
, No 2
(2026)
Nutritional problem is an issue to be concern in the developing country such as Indonesia, especially in the infant to child, and vulnerable age (Setiadi, 2020). Kelurahan Sadeng (sub-district) is located in Kecamatan Gunungpati (district), Semarang City, Central Java. Geographically, the sub-district has an area of 153,425 Ha, with majority of the area consists of yard and rice fields. Kelurahan Sadeng has administrative borderlines, it is bordered by Kelurahan Kandri and Kelurahan Bambab Kerep...
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