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Evaluasi Performa Algoritma Klasifikasi dalam Prediksi Kekambuhan Kanker Tiroid Pasca Terapi RAI: Studi Kasus Dataset RAI Therapy
Teknik: Jurnal Ilmu Teknik dan Informatika
Vol 5
, No 1
(2025)
Thyroid cancer is the most common endocrine malignancy, with a steadily increasing incidence rate. Although the overall survival rate is relatively high, the risk of recurrence after definitive treatment such as Radioactive Iodine (RAI) therapy remains a significant clinical challenge. Predicting recurrence risk is crucial for optimizing monitoring strategies and interventions. With advances in technology, machine learning (ML) approaches are increasingly utilized to support medical predictions,...
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Peran dan Wewenang Pengadilan Tata Usaha Negara Dalam Penyelesaian Sengketa Kepegawaian (Aparatur Sipil Negara)
Jurnal Penelitian Serambi Hukum
Vol 18
, No 02
(2025)
Global developments have impacted the work patterns of State Civil Apparatus (ASN) in Indonesia, thus creating a need for legal protection of ASN rights through labor dispute resolution mechanisms. This study aims to examine the role and authority of the State Administrative Court (PTUN) in resolving labor disputes. Using a normative legal approach and qualitative research methods, this study shows that the PTUN functions as a judicial institution that provides legal protection for special, indi...
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Pengembangan Kompetensi Pelaku Usaha Mikro Kecil Menengah Kelurahan Purwodiningratan Surakarta Guna Mewujudkan Digital Preneur
Veronika, Prima
; Ramadhani, Navadilla
; Ragacitta, Nareswari Rineka
; Prabandaru, Nirmana Ratri
; Firdausi, Nabila Nuzulla
; Taib, Nabil Abdurrahman
; Tamelia, Nurdina
; Naharunna, Nana
; Ibrahim, Syahlaa’ Shoofi
; Rahmawati, Aditya Nur
; Djatunnisa, Ifa
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
This UMKM socialization activity aims to develop the digital competence of UMKM actors in order to create digital entrepreneurs who can compete with the complex dynamics of today's market. With the digitalization of UMKM actors, It is anticipated that UMKM owners will recognize the significance of strengthening their understanding of financial management, marketing strategies, and the application of appropriate technology, so that they can position their businesses effectively and efficiently. T...
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User Satisfaction Analysis of the Central Lombok Regency Agriculture Office Website Using the EUCS Method
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The Agricultural Office of Central Lombok Regency is a government institution that utilizes a website to provide information regarding various agricultural services to the public. This website is used by both the staff of the Agricultural Office and the public. To assess the level of user satisfaction with the website of the Agricultural Office of Central Lombok Regency, this study employs the End User Computing Satisfaction (EUCS) method, which measures satisfaction through five dimensions: Con...
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Deteksi Dini Pencurian Data pada Perangkat Seluler Menggunakan Machine Learning
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The increasing use of mobile devices has increased the risk of data theft, posing significant security challenges for individuals and organizations. This study proposes an early detection system for data theft on mobile devices using machine learning algorithms. The system is designed to identify suspicious patterns in application usage, network access, and CPU/memory activity, providing early warnings to prevent potential data loss. By employing algorithms such as Random Forest, Support Vector...
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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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Pengembangan Kompetensi Pelaku Usaha Mikro Kecil Menengah Kelurahan Purwodiningratan Surakarta Guna Mewujudkan Digital Preneur
Veronika, Prima
; Ramadhani, Navadilla
; Ragacitta, Nareswari Rineka
; Prabandaru, Nirmana Ratri
; Firdausi, Nabila Nuzulla
; Taib, Nabil Abdurrahman
; Tamelia, Nurdina
; Naharunna, Nana
; Ibrahim, Syahlaa’ Shoofi
; Rahmawati, Aditya Nur
; Djatunnisa, Ifa
; Veronika, Prima
This UMKM socialization activity aims to develop the digital competence of UMKM actors in order to create digital entrepreneurs who can compete with the complex dynamics of today's market. With the digitalization of UMKM actors, It is anticipated that UMKM owners will recognize the significance of strengthening their understanding of financial management, marketing strategies, and the application of appropriate technology, so that they can position their businesses effectively and efficiently. T...
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Belajar Sambil Bermain: Cara Sekolah Mendukung Motorik Kasar Anak Usia Dini
Early Childhood Research Journal
Vol 7
, No 2
(2025)
Digital learning media, one example of the results of the rapid development of digital technology that has penetrated into the world of education including the stimulation of early childhood cognitive development. The aim of this article are discusses the utilization of digital educational media as a tool to stimulate cognitive optimally and effectively. Through a literature study approach, this article reviews recent literature to emphasize the role of digital media, such as Augmented Reality (...
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Leveraging SAMME for Improved Multi-Class Cirrhosis Diagnosis in Clinical Settings
Sulistyawati, Arum Kurnia
; Meliala, Dyan Avando
; Soejono, Ajie Wibowo
; Sari, Dini
; Hiswati, Marselina Endah
; Diqi, Mohammad
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
This study explores the use of the SAMME algorithm to develop a predictive model for identifying various stages of cirrhosis. The dataset includes 418 records with 20 attributes, targeting the classification of cirrhosis stages: C (censored), CL (censored due to liver transplantation), and D (death). The model achieved an overall accuracy of 94%, demonstrating high precision and recall for classes C and D. However, the precision for class CL was lower, indicating a tendency to over-predict this...
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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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