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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
Privasi Konsumen Dalam Penggunaan Big Data Di Era Ekonomi Digital
Digital Business Intelligence Journal
Vol 1
, No 1
(2025)
Penelitian ini mengungkapkan sejumlah contoh nyata pelanggaran privasi konsumen di Indonesia akibat pemanfaatan Big Data. Pelanggaran ini meliputi kebocoran data pribadi di platform e-commerce, pengumpulan data tanpa persetujuan melalui aplikasi mobile, pemasaran berbasis data yang agresif, penjualan data kepada pihak ketiga tanpa izin, serta kebijakan privasi yang tidak transparan. Kasus-kasus tersebut menyoroti kerentanan data pribadi konsumen terhadap serangan siber dan penyalahgunaan, serta...
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Manajemen Risiko pada Pembiayaan Murabahah Guna Meningkatkatkan Kinerja Keuangan: Studi Kasus Di Baitul Maal Wat Tanwil (BMT) Maslahah Cabang Kotaanyar Probolinggo
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Risk is an uncertainty that causes losses to the company. So this uncertainty must be managed properly. This study aims to determine the implementation of murabahah financing risk management at BMT Maslahah Kotaanyar Probolinggo. The research method used is qualitative research. Data sources were obtained through interviews, observations and documentation. Based on the results of the analysis, it is known that BMT Maslahah is still experiencing problems with murabahah financing, there are severa...
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Spiritualitas Fransiskan dalam Konteks Kerja Modern:Membangun Kualitas Pelayanan Berkelanjutan
Wuriningsih, FR
; FR Wuriningsih
; Setyaningtyas, Nerita
; Sinurat, Agnes Uliarta
; Krishna W, Cornelius
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 4
, No 1
(2025)
Community service currently focuses on the implementation of Franciscan spiritual values in the context of modern work for employees of the Saint Joseph Gedangan Semarang Convent. This program aims to answer the challenges of integrating spiritual values with the demands of professionalism in household services in the monastery environment. Based on the situation analysis, five main problems were identified: (1) the gap between spiritual values and work practices; (2) work saturation and d...
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Rancangan Sistem PLTS Unuk Penerangan Rumah Tinggal Di Desa Sugihmanik
Jurnal Elektro dan Teknologi Informasi
Vol 3
, No 2
(2025)
Abstrak-Penelitian ini bertujuan untuk mengetahui bagaimana rancangan sistem PLTS dan aplikasi solar cell untuk penerangan. Untuk penerapannya dalam penelitian kali ini akan diterapkan pada rumah tinggal penulis dengan luas 148,5 m2 dengan 8 titik lampu . Rumusan masalah dalam penelitian ini adalah: Penggunaan total daya 65 Watt untuk memenuhi 7 titik lampu?. Bagaimana rancangan dan aplikasi PLTS untuk system penerangan?. Berapakah efisiensi daya listrik penggunaan solar cell?. Menghitung kapas...
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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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Design and Construction of Infusion Channel Monitoring Device with Data Logger Spreadsheet and Telegram Notification: Rancang Bangun Alat Monitoring Channel Infus dengan Data Logger Spreadsheet dan Notifikasi Telegram
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
Infusion channel monitoring is the process of observing and measuring the flow of infusion fluids entering a patient's body. This is crucial to ensure the patient receives the correct dose of medication and to prevent overdosing or underdosing. This research aims to design and develop an infusion channel monitoring tool with a data logger spreadsheet and Telegram notifications. The tool uses an HX711 sensor and an ESP32 microcontroller to measure the weight of the infusion fluid, then sends the...
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Improving Physics Concepts and Students’ Learning Interests Through Interactive Learning Media
Radiasi: Jurnal Berkala Pendidikan Fisika
Vol 18
, No 1
(2025)
This study aims to determine the effectiveness of interactive multimedia-assisted learning media in improving concept understanding and students’ learning interests and determine students’ responses to interactive multimedia learning media. The research method using Pre-test Post-test Control Group Design. The data collection techniques used were observation, tests, and questionnaires. The subjects of this study were students of class X SMA Negeri 1 Petanahan with a limited trial of 10 students,...
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ANALYSIS OF FACTORS THAT CREATE PURCHASE DECISIONS AT MYKAN CAFE BEKASI: ANALYSIS OF FACTORS THAT CREATE PURCHASE DECISIONS AT MYKAN CAFE BEKASI
International Journal of Management, Business and Social Sciences
Vol 3
, No 02
(2025)
This study is based on the decline in revenue experienced by Mykan Cafe during 2023 compared to the previous year, which indicates a decline in consumer purchasing decisions. In the context of increasingly competitive culinary business competition, it is important to understand the factors that influence purchasing decisions to formulate an effective marketing strategy. So, this study was conducted to examine the factors that influence purchasing decisions at Mykan Cafe Bekasi. With the determin...
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The Effectiveness of Using Smartphone-Based Phyphox in Field Practice Tilt to Improve Students' Creative Thinking Skills
Rusdin, Muhammad Epi
; Prasetyo, Erwin
; Anwar, Zaina
; Pujianti Bejahida Donuata
; Nurfadilah
; Farizi, Zakaria Al
Jurnal Penelitian Pembelajaran Fisika
Vol 16
, No 2
(2025)
The use of technology is a solution to overcome problems in physics learning. This study aims to determine the effectiveness of using Smartphone-based Phyphox in improving students' creative thinking skills. The design used in this research is a nonequivalent pre-test and post-test control group design. This study used a purposive sampling technique to get two groups. The statistical analysis used was independent sample t-test. The results of the analysis showed that there was an effect of using...
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