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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
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
Molecular Identification of Color Variants of Procambarus clarkii Using the COI Gene for Taxonomic Validation
Bhagawati, Dian
; Husein Sastranegara, Muhammad
; Agus Nuryanto
; Anastasia Endang Pulungsari
; Elly Tuti Winarni
; Atang
; Hanan Hassan Alsheikh Mahmoud
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
This study addresses taxonomic uncertainty surrounding color variants of Procambarus clarkii in aquaculture and conservation contexts. We investigated whether commercially significant color morphs represent distinct subspecies or phenotypic variations of a single species. Using the cytochrome c oxidase subunit I (COI) gene as a molecular marker, we analyzed four color morphs (blue, white, orange, and brown) from aquaculture facilities in Banyumas Regency. DNA extraction, PCR amplification, and s...
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3Ps-Based Game for Teaching Vocabulary to Young Learners
Educalingua Journal
Vol 3
, No 1
(2025)
This study highlights the importance of building strong self-regulated motivation in EFL learners before engaging them in academic writing tasks. Motivation plays a vital role in helping learners handle the challenges of academic writing and develop effective learning strategies. This small-scale library research aimed to explore how self-regulated motivation supports the improvement of EFL learners’ writing skills. A thematic analysis was conducted on 25 studies related to self-regulated motiva...
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Edukasi Latihan Batuk Efektif pada Penderita TB Paru dengan Masalah Ketidakefektifan Bersihan Jalan Nafas
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
One of the infectious diseases that is a problem in the world is Pulmonary TB with the main symptoms of shortness of breath, chest pain when coughing and breathing due to airway obstruction. If not treated, it can cause death, so it needs treatment, one of which is with effective coughing exercises. The activity begins with measuring the respiratory rate, then effective coughing exercise therapy. Education is carried out to relieve the respiratory tract by expelling sputum for Pulmonary TB suffe...
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Analisis Kinerja Dan Kapasitas Arus Lalu Lintas Pada Ruas Jalan Kolonel Kardjono Kabupaten Wonosobo
Pratama, Farhan Hamid
; Wulandari, Nisa Putri
; Rahmawan, Fikri Riza
; Negara, Andika Surya
; Lestarini, Wiji
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 2
, No 2
(2025)
Wonosobo merupakan salah satu daerah dengan tingkat gangguan lalu lintas yang cukup tinggi, terutama di sekitar RSUD Kabupaten Wonosobo. Jalan ini sering mengalami permasalahan arus lalu lintas yang mempengaruhi efisiensi dan kenyamanan pengguna jalan. Penelitian ini bertujuan untuk menganalisis kinerja dan kapasitas arus lalu lintas pada ruas Jalan Kolonel Kardjono, Kabupaten Wonosobo guna meningkatkan tingkat pelayanan (Level of Service) jalan tersebut.
Analisis dilakukan dengan mengacu pada...
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Kolaborasi Budaya Batak Toba dengan Gereja HKBP
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
The Batak tribe has several sub-tribes, namely, Toba, Mandailing, Pakpak, Angkola, Simalungun and Karo. Each sub-tribe has its own local church except the Mandailing Batak which joined the Angkola Batak. Of all the Batak sub-tribes, the Toba Batak is the most dominant sub-tribe compared to the others. Due to the large number of people from the Toba Batak sub-tribe, HKBP as the Toba Batak tribal church has the most people compared to other sub-tribes. Not only among the Batak sub-tribe, HKBP is a...
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Masyarakat Sipil dalam Pemilihan Umum 2024 di Kecamatan Banyuwangi Kabupaten Banyuwangi: Studi di Dapil 1 pada Pemilihan Calon Legislatif
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 3
, No 4
(2025)
Indonesia has just held a general election, precisely on February 14, 2024. The public is faced with the election of candidates for President/Vice President, DPR RI, DPD RI, Provincial DPR, Regency/City DPR, in accordance with the Election Law, backed by the Constitutional Court Decision Number 14/PUU-XI/2013. This study uses the theory of political participation by A. Rahman H.I (2007). This study is a qualitative study, with data collection from interviews and documentation, data analysis usin...
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Strategi Konseptual Dalam Manajemen Aktivitas Personalia Pada Perusahaan Agen Pelayaran Peti Kemas
Mawardi, Kholid
; Negara, Gembong Satria
; Guritno, Suryo
; Yulianto, Yulianto
; Santoso, Wahyudi
; Emha, Faresh
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
The authors of the article have chosen a company acting as an agent for a container shipping line because the company seeks to decrease its service failures and reduce the chaotic nature of its activities by systematizing them from a scientific point of view and refining its operations at the managerial level. Employees of the company are responsible for activities such as a search for customers, price offers, contacting clients, the conclusion of contracts, coordination of cargo transportation,...
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Analisis Faktor Yang Mempengaruhi Idle Time (IT) Pada Proses Bongkar Muat Kapal di Terminal Petikemas Koja Pelabuhan Tanjung Priok Jakarta
Wibowo, Purnomo Ari
; Negara, Gembong Satria
; Weda, Iwan
; Guritno, Suryo
; Baharudin, Irwan
; Emha, Faresh
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 4
, No 1
(2025)
been resolved in Indonesia. This research aims to determine the influence of Port Services, Loading and Unloading Performance, Loading and Unloading Equipment and Natural Factors on Idle Time at the Koja Container Terminal, Tanjung Priok Port, Jakarta. The population in this study were operational employees and ship crew from the deck department division. The sample used in this research was 80 respondents. And using a disproportionate stratified random sampling technique, then the data was anal...
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KINETIKA ADSORPSI METILEN BIRU MEMANFAATKAN SERBUK GERGAJI KAYU JATI TERAKTIVASI ASAM SULFAT
Anselmus Boy Baunsele
; Erly G. Boelan
; Aloisius M. Kopon
; Maria A. U. Leba
; Hildegardis Missa
; Rahayu
; Merpiseldin Nitsae
; Dwi Siswanta
Jurnal Inovasi Teknik Kimia
Vol 9
, No 4
(2025)
Peningkatan kapasitas industri memberikan dampak positif bagi masyarakat namun meninggalkan jejak kerusakan bagi lingkungan. Tujuan penelitian ini untuk membantu menangani limbah metilen biru yang sering menjadi bahan buangan dari aktivitas industri. Metilen biru menjadi salah satu masalah karena mencemari lingkungan. Berbagai penyakit misalnya kanker maupun perubahan genetik bisa terjadi karena bioakumulasi bahan ini. Penanganan masalah pencemaran lingkungan akibat metilen biru telah banyak dil...
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