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KNN-Based Handwritten Digit Classification with Accuracy Analysis and Visualization
Maulana, Muhammad Rizky
; Maulana, Muhammad Rizky
; Nugroho, Adiv Prasetyo
; Adinata, Ferdyan Candra
; Haidar, Nova Briyan
; Setiawan, Arif
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The rapid advancement of information technology has had a significant impact in various fields, particularly in pattern recognition and image processing. One of the ongoing challenges is accurately recognizing handwritten digits, which plays a crucial role in document digitization, automated form reading, and other intelligent systems. This study aims to implement and evaluate the K-Nearest Neighbors (KNN) algorithm, a simple yet effective classification technique, in recognizing handwritten dig...
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1 Sitasi
Kreativitas Digital dalam Media Pembelajaran Sosial-Emosional Anak Dini
Early Childhood Research Journal
Vol 7
, No 1
(2025)
Social-emotional development is an important aspect in shaping young children's personality and interaction skills. In the digital era, technology-based media such as educational apps, animated videos and interactive games offer new opportunities to support children's social-emotional development. This research aims to analyze the role of digital creativity in early childhood social-emotional learning media and explore the challenges and solutions that can be applied to maximize the benefits of...
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Efektivitas Whistleblowing Dalam Fraud Detection: Pilar Transparansi Atau Risiko Retaliasi?
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
Organizational fraud represents a significant global challenge, with estimated annual losses of 5% of revenue, totaling approximately US$4.7 trillion worldwide. This systematic literature review examines whistleblowing effectiveness as a fraud detection mechanism, analyzing the tension between its role as a transparency pillar and the retaliatory risks faced by whistleblowers. The study employed a qualitative Systematic Literature Review methodology, analyzing 25 peer-reviewed articles published...
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1 Sitasi
Edukasi Anemia, Pemeriksaan Hemoglobin dan Pemberian Tablet Tambah Darah pada Remaja Putri di SMA N 01 Toroh
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 4
, No 2
(2025)
Latar belakang: Prevelensi anemia masih tinggi, dan pengetahuan remaja putri tentang anemia masih terbatas, bahkan remaja sering kali mengabaikan. Remaja putri yang anemia akan mengalami kesulitan dalam konsentrasi belajar, penurunan aktivitas fisik, antibodi, dan dalam jangka panjang berdampak pada kehamilan. Tujuan: Pengabdian ini bertujuan untuk meningkatkan pengetahuan remaja putri dalam pencegahan anemia, disertai dengan pemeriksaan kadar hemoglobin dan pemberian tablet tambah darah. Metode...
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Evaluating Compressed Sensing Matrix Techniques: A Comparative Study of PCA and Conventional Methods
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 2
(2025)
This research examines the performance of various compressed sensing matrix techniques, with a focus on Principal Component Analysis (PCA) compared to conventional methods. By applying these techniques to a range of high-dimensional datasets, we assess their effectiveness in reducing data dimensionality while preserving essential information. Our results demonstrate that PCA consistently outperforms traditional methods in terms of both accuracy and computational efficiency. These findings have s...
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1 Sitasi
Assessment of Occupational Noise Exposure in Industrial Environments: A Case Study in Metal Casting
Advance Sustainable Science, Engineering and Technology (ASSET)
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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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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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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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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Cloud-Based Accounting Systems : Solusi Transparansi Informasi Keuangan atau Hanya Ilusi Kecanggihan Teknologi ?
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Cloud-Based Accounting Systems (CBAS) are technological innovations that support digital transformation in financial management by increasing efficiency, transparency, and real-time data access. This system helps companies reduce manual recording errors, improve reporting accuracy, and accelerate data-based decision-making processes. In addition, CBAS also has advantages in terms of flexibility of use and compliance with accounting standards, making it a relevant solution for modern companies. A...
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3 Sitasi