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A Novel Classification Framework Using Transformer-Based Encoding and Low-Rank Tensor Fusion for Enhanced Classification and Efficiency
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 2
(2025)
This paper proposes a transformer-based framework for sentiment analysis, designed to improve both accuracy and computational efficiency across diverse datasets. The model incorporates a low-rank tensor fusion mechanism to reduce computational complexity, optimizing the transformer encoder’s performance. Through an extensive evaluation on three benchmark datasets—Airlines, CrowdFlower, and Apple—our approach demonstrates superior performance in sentiment classification tasks, achieving accuracy...
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1 Sitasi
Implementation PBL Model Assisted by E-Module Based on Refutation Text to Overcome Student Misconceptions on Dynamic Electricity Topics
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
This research was conducted with the aim of addressing students' misconceptions in dynamic electricity topics through the application of the Problem Based Learning (PBL) model assisted by an e-module based on refutation text. The research design uses an experimental method, in the form of a pre-experimental design and a one-group pretest-posttest design, as well as the cluster random sampling technique. This research was conducted at SMP Negeri 2 Pontianak, with a research sample consisting of 3...
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Preparation of Reservoir’s Development Program Using SWOT Analysis
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Karangasem Village, Bulu District, Sukoharjo Regency has natural potential in the form of a reservoir that has not been utilized optimally. To develop a reservoir development program, a SWOT analysis was carried out using a focused group discussion method between the Community Service Team from Veteran Bangun Nusantara Sukoharjo University, the Karangasem Village Government, and the GP Fish Farmers Group. The data collection stage produces strength data, namely: it has sufficient area, the depth...
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Pengaruh Pengelolaan Kearsipan terhadap Efisiensi Kerja Pada Kantor Dinas Perpustakaan dan Arsip Daerah Provinsi Maluku
Jurnal Media Administrasi
Vol 10
, No 1
(2025)
Archives management plays a crucial role in ensuring the accountability of an organization, as proper management of archives can enhance transparency and operational effectiveness. Based on observations made at the Maluku Province Regional Library and Archives Office, several issues were identified within the current archiving system. One of the key problems is the lack of knowledge about proper archives management, which causes significant barriers during the archiving process. The office emplo...
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Menjadi Kampung Temaaatik dan Wisata Religi di Desa Sumur, Kendal
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 1
(2025)
Poverty and environmental problems in settlements in Kendal Regency are challenges in sustainable development. This community service program aims to improve community welfare through the concept of thematic villages and religious tourism in Sumur Village, Brangsong District. The methods used include counseling to the community regarding environmental management and economic development based on local potential. The results of the activity showed that the community began to understand the concep...
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Adaptive Cyber Defense using Advanced Deep Reinforcement Learning Algorithms: A Real-Time Comparative Analysis
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Cybersecurity is continuously challenged by increasingly sophisticated and dynamic cyber-attacks, necessitating advanced adaptive defense mechanisms. Deep Reinforcement Learning (DRL) has emerged as a promising approach, offering significant advantages over traditional intrusion detection methods through real-time adaptability and self-learning capabilities. This paper presents an advanced adaptive cybersecurity framework utilizing five prominent DRL algorithms: Deep Q-Network (DQN), Proximal Po...
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HUBUNGAN PENGETAHUAN, SIKAP DAN TINDAKAN DENGAN KUALITAS MIKROBIOLOGI AIR SUMUR BOR YANG DIGUNAKAN MASYARAKAT SEKITAR TPA TANJUNG PINGGIR KOTA PEMATANGSIANTAR
VISIKES
Vol 24
, No 1
(2025)
Clean water is one of the primary needs for human survival to continue. The quality, quantity and continuity of water consumed by humans will play a major role in people's lives. This study used a cross-sectional design and the sample used in this study used total sampling. The total sample size was 30 respondents. Data were collected by questionnaire to determine the relationship between knowledge, attitude, and action of the community with the microbiological quality of borehole water. Samples...
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POLA SEBARAN DAN UPAYA PENANGGULANGAN KEJADIAN DEMAM BERDARAH DENGUE (DBD) DI WILAYAH KERJA PUSKESMAS KENANGAN KABUPATEN DELI SERDANG TAHUN 2023
VISIKES
Vol 24
, No 1
(2025)
The dengue virus is the cause of dengue hemorrhagic fever, according to the World Health Organization (WHO).Dengue fever is called “breakbone fever” (joint fever) because it causes severe pain as if a bone is broken. The purpose of this case-control observational study was to identify the DHF risk variables and distribution pattern.The sample size was 1:1 with 22 cases and 22 controls. Analysis of distribution patterns used average nearest neighbor and overlay. Risk factors and incidence were an...
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ANALISIS MANAJEMEN RISIKO PADA PELAYANAN SATKER PADA KPPN KUPANG TIPE 1
Jurnal Akuntansi, Keuangan dan Auditing
Vol 6
, No 1
(2025)
Every organization needs risk management to control its risks, including the State Treasury Service Office. Risk control is an important part of management so that organizational goals are achieved. The purpose of this study is to get an overview of minimizing or mitigating risks in Task Force Services at the Kupang State Treasury Service Office Type A1. The method used is a qualitative method with a descriptive approach. The results of the study based on ISO 31000:2008 show the analysis of risk...
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PENGARUH STRUKTUR AKTIVA DAN LIKUIDITAS TERHADAP KEBIJAKAN HUTANG PADA PERUSAHAAN SEKTOR CONSUMER GOODS YANG TERDAFTAR DI BURSA EFEK INDONESIA (BEI) PERIODE 2020-2022
Jurnal Akuntansi, Keuangan dan Auditing
Vol 6
, No 1
(2025)
The objectives of this research are as follows: (1) to investigate whether asset structure influences debt policy, (2) to examine whether liquidity influences debt policy, and (3) to investigate the influence of both asset structure and liquidity on debt policy in consumer goods sector manufacturing companies for the period 2020-2022. This research uses a quantitative method, utilizing secondary data from annual financial reports. The population comprises 88 consumer goods sector companies, with...
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