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Enhancing Pose-Based Sign Language Recognition: A Comparative Study of Preprocessing Strategies with GRU and LSTM
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
Recognizing isolated sign language gestures is difficult due to differences in body proportions and missing pose landmarks. Many current methods struggle to work well across different signers. To solve this, we propose reference-based normalization, which reduces body shape differences by separately normalizing body parts such as the full body, arms, face, and hands. We tested this method using LSTM and GRU models on two datasets: a custom American Sign Language (ASL) dataset with one amateur si...
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Analysis of Modified Exhaust Tip Geometry on Flow Behavior and Backpressure in Car Exhaust Systems for Electricity Harvesting
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
The efficiency of vehicle exhaust systems is critical for reducing backpressure and emissions, enhancing performance and sustainability of harvesting energy. This study investigates the effect of an additional body modification at the exhaust tip on pressure and velocity distributions using Computational Fluid Dynamics (CFD) simulations in SolidWorks. Simulations were conducted at inlet velocities of 10, 15, and 20 m/s. Results show that the modified design does not increase backpressure, with t...
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Assessment of Occupational Noise Exposure in Industrial Environments: A Case Study in Metal Casting
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 2
(2025)
Good work environment conditions can affect the increase in worker productivity. One of the work environment factors that needs to be considered is distraction. Noise problems not only interfere with concentration but can also damage workers' hearing and reduce overall work safety. Therefore, this study aims to analyze the noise level in the work area in the production process of a company engaged in the metal casting industry and provide recommendations that can reduce the negative impact on th...
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Utilization of Android-Based Applications for Young Women In Dealing with Dysmenorrhea
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Menstruation is a natural process that all adolescent girls experience. However, many young women feel uncomfortable or experience dysmenorrhea during this time. The main issues surrounding this topic are the lack of information about dysmenorrhea, the underutilization of android applications, and the lack of training on how to use these applications for health purposes, specifically for dysmenorrhea. To address these problems, the proposed solutions include increasing awareness and understandin...
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ANTHER DEVELOPMENT ANATOMY OF Cleome rutidosperma DC. (CLEOMACEAE) IN LOMBOK
Dewi, Chandra Puspita
; Amelia, Alfiya Lita
; Putri, Baiq Indra Sari
; Sapitri, Dea Sinta
; Wahyuzeni, Indri
; Julianti, Kurnia
; Nirmala, Nabila Desta
; Sukenti, Kurniasih
; Mulyaningsih, Tri
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 1
(2025)
Cleome rutidosperma DC is a plant native to tropical Africa, India and Indochina, and it has become an invasive weed plant introduced to Indonesia, especially on the islands of Sumatra, Kalimantan, Java and the Lesser Sunda Islands, including Lombok, to the Australian continent. C. rutidosperma belongs to the Brassicaceae order which has cleistogamy flowers. The aim of this research is to determine the anatomical development of the C. rutidosperma anther. This observation was carried out in Apri...
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Development of Foreign Languages in the Cigadung Batik Tourism Village Area
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
This study aims to analyze the development of foreign languages in the Cigadung Batik Tourism Village as an impact of increasing foreign tourist visits. The method used in this study is a qualitative approach with interviews and direct observation of local people and visitors. The results of the study indicate that increased interaction between villagers and tourists has encouraged foreign language lessons, especially English, among the community. In addition, language training held by the touri...
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Environmental Literacy Skills Based on Gender and Accreditation Among High School Students in Batu City
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 1
(2025)
The increasing environmental challenges faced globally have highlighted the urgent need for an environmentally literate generation. Environmental literacy, encompassing cognitive, affective, and behavioral aspects, is essential for fostering awareness and concern for the environment among young people. As such, understanding the level of environmental literacy in students is crucial to effectively address these challenges. This study aims to determine the environmental literacy skills of high sc...
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Penggunaan Machine Learning (ML) dan Natural Language Processing (NLP) untuk mendeteksi Sentimen Ancaman Siber
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
Cybersecurity has become a critical issue in the digital era, with evidence in the last 3 years there have been 6 cybercrime cases in Indonesia that attacked servers, one of which was the latest theft of Bank Syariah Indonesia data in May which resulted in the server being paralyzed for 5 days and the impact was that customers could not access the mobile banking application. From the various cybercrime cases that have occurred in Indonesia, we need to know the current trend of public sentiment a...
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Pendampingan Implementasi Pendidikan Karakter di Era Globalisasi
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 4
, No 2
(2025)
Character education that teaches moral values, ethics, and positive attitudes must be applied early in the learning process to form individuals who are not only academically intelligent, but also have integrity and social responsibility. The purpose of this study is to provide assistance to teachers in implementing character education amid the challenges of the globalization era. In addition. The research was conducted in Candi Village, Tanah Sepenggal Sub district, Bungo District, Jambi Provinc...
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Menguak Skeptisisme Profesional Auditor: Pilar Kualitas Audit atau Beban Efisiensi?
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 2
(2025)
Auditor professional skepticism is a key aspect in determining audit quality and audit process efficiency. This study aims to analyze the role of auditor professional skepticism in improving audit quality and the challenges that arise in its implementation. Using a qualitative approach through the Systematic Literature Review (SLR) method, this study reviewed 36 relevant articles from various national and international journals. The results show that 25 studies support professional skepticism as...
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