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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
Analisis Biaya Pelatihan SDM
Doranda Putri Farid Nurkamiden
; Mitha Nopelyn Soga
; Astrid Rifai
; Nabila Kasim
; Adinda I. Sujono
; Sintia Lawani
; Sitti Annisa Y Panane
; Sharina Putri Hurain
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
This study aims to analyze the employee training system at Toko Kue Hanania Food, particularly in improving product packaging skills and customer communication. Using the observation and documentation method, this research identifies that training is conducted through the On-the-Job Training method, where new employees learn directly in the workplace within one to three days. The results indicate that while this method is effective in accelerating employee adaptation, challenges such as lack of...
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Pengembangan dan Komersialisasi Desain Produk Aksesoris Interior Berbahan Baku Kain Perca Sebagai Upaya Meningkatkan Komersialisasi Usaha Bank Sampah Gulon Asri
Rohadatul 'Aisy, Nadhifia Iryadini
; Alimin, Nurhayatu Nufut
; Putri Novitabella, Trisna Dwi
; Pradini Priliana, Silmi Cahya
; Safi’i, Wisnu imam
; Pramesti, Sharfina Djati
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
The service activity is a continuation of the previous service activity, which is almost entering the final stage of efforts to commercialize Gulon Asri waste bank products. This service activity consists of material delivery activities and product making workshop activities along with recording video tutorials of the products being worked on. At this stage, waste bank women are taught to make video tutorials which can be used as a means of education about recycling fabric waste as well as a pro...
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Analisis Feedback Pengguna Aplikasi Shopee Menggunakan Distribusi Proporsi dan Teknologi Informasi
Teknik: Jurnal Ilmu Teknik dan Informatika
Vol 5
, No 1
(2025)
This research aims to analyze Shopee application user feedback using Google Colab-based information technology and a proportion distribution approach. The method used includes a Multinomial Naïve Bayes-based classification technique to categorize sentiment into positive and negative. The research results show that the model accuracy level is 90.84% with an average precision for the positive and negative categories of 0.93 and 0.78 respectively. The statistical test produces a T-statistic value...
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2 Sitasi
PENGARUH ARUS KAS OPERASI, ARUS KAS INVESTASI, DAN LABA AKUNTANSI TERHADAP RETURN SAHAM DI BEI (STUDI KASUS: PERUSAHAAN PERTAMBANGAN PERIODE 2018 – 2023)
Dinamika Akuntansi Keuangan dan Perbankan
Vol 14
, No 1
(2025)
Background : The capital market plays an important role in the Indonesian economy as an investment vehicle for investors and a source of funding for companies. This study aims to analyze the effect of operating cash flow, investment cash flow, and accounting profit on stock returns in mining subsector manufacturing companies listed on the Indonesia Stock Exchange (IDX) for the 2018–2023 period. This finding indicates that financial information, especially operating cash flow and accounting...
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Kontribusi Antara Kelincahan dan Kecepatan Dengan Kemampuan Menggiring Bola Pada SSB Mahesa Dharma Kediri
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 2
(2025)
Penelitian ini bertujuan mengidentifikasi peran kelincahan serta kecepatan pada kemampuan menggiring bola pada siswa sepakbola di SSB Mahesa Dharma Kediri. Metode ini menggunakan penelitian kuantitatif non eksperimen dengan pendekatan korelasional. Sampel penelitian ini adalah atlet SSB Mahesa Dharma Kediri usia 13 tahun yang berjumlah 20 pemain yang dipilih melalui teknik total sampling. Adapun pengumpulan data dilaksanakan dengan tes dan pengukuran melalui tes kelincahan dengan Dodging Run Tes...
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PENGARUH TERAPI SPIRITUAL EMOTIONAL FREEDOM TECHNIQUE (SEFT) TERHADAP PENURUNAN INTENSITAS NYERI: LITERATUR REVIEW
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 16
, No 1
(2025)
Pendahuluan: Nyeri merupakan gangguan yang paling sering dialami dan dikeluhkan pasien di rumah sakit. Pelaksanaan pengelolaan nyeri menjadi hal yang penting dalam pengelolaan keperawatan. Namun, penatalaksanaan nyeri belum dilakukan dengan efektif. Terapi Spiritual Emotional Freedom Technique (SEFT) merupakan salah satu terapi nonfarmakologi dalam keperawatan yang berdasarkan terapi spiritual dan emosional. Penelitian ini bertujuan untuk memberikan ulasan mengenai hasil penelitian yang terkait...
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Pengaruh Diskon dan Cashback terhadap Keputusan Pembelian Konsumen di E-Commerce (Studi kasus shopee)
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
This study aims to analyze the effect of discounts and cashback on consumer purchasing decisions on the Shopee e-commerce platform. Using a quantitative approach, data were collected through questionnaires distributed to 100 respondents who are active Shopee users. The results of the analysis show that discounts have a positive and significant effect on purchasing decisions, where consumers tend to be more interested in shopping when offered attractive discounts. In addition, cashback programs h...
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PROPER AND CORRECT HANDS WASHING AND TOOTH BRUSHING EDUCATION FOR ELEMENTARY, JUNIOR, AND VOCATIONAL SCHOOL STUDENTS AT SD WONOSARI 2 SEMARANG
Kuspranoto, Abdul Haris
; Hadi, Syaikhul
; Mugiyanto
; Walida Zakiyani, Khilya
; Zahrotul Himmah, Nila Ulya
Jurnal Pengabdian Multidisiplin dan Pemberdayaan Masyarakat: Abdikes Trada
Vol 2
, No 1
(2025)
A clean and healthy lifestyle is vital in maintaining health, especially for school-age children. For example, washing hands regularly with soap can help prevent the spread of germs and diseases. Likewise, brushing your teeth properly at least twice daily can reduce the risk of dental and oral health problems such as cavities or gingivitis. The community service activities carried out aim to provide understanding and skills to students at elementary and secondary education levels in terms of was...
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Integrating Hybrid Statistical and Unsupervised LSTM-Guided Feature Extraction for Breast Cancer Detection
Setiadi, De Rosal Ignatius Moses
; Ojugo, Arnold Adimabua
; Pribadi, Octara
; Kartikadarma , Etika
; Setyoko, Bimo Haryo
; Widiono, Suyud
; Robet, Robet
; Aghaunor, Tabitha Chukwudi
; Ugbotu, Eferhire Valentine
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Breast cancer is the most prevalent cancer among women worldwide, requiring early and accurate diagnosis to reduce mortality. This study proposes a hybrid classification pipeline that integrates Hybrid Statistical Feature Selection (HSFS) with unsupervised LSTM-guided feature extraction for breast cancer detection using the Wisconsin Diagnostic Breast Cancer (WDBC) dataset. Initially, 20 features were selected using HSFS based on Mutual Information, Chi-square, and Pearson Correlation. To addres...
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