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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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Strategy for Optimizing Narrow Land Through Vegetable Planting With a Hydroponic System as an Effort to Improve Community Welfare
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Lahan merupakan salah satu sumberdaya alam yang menjadi faktor produksi utama dalam kehidupan manusia. Di perkotaan lahan menjadi permasalahan karena banyak digunakan untuk sector non pertanian, sedangkan masyarakat kota tetap harus mengadapi permasalahan pemenuhan kebutuhan gizi keluarga. Salah satu upaya optimalisasi pengunaan lahan untuk bercocok tanam di pekarangan rumah dengan kondisi lahan sempit dan perkotaan adalah sistem hidroponik. Mitra dalam program pengabdian ini merupakan ibu-ibu P...
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Preparation of Reservoir’s Development Program Using SWOT Analysis
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Karangasem Village, Bulu District, Sukoharjo Regency has natural potential in the form of a reservoir that has not been utilized optimally. To develop a reservoir development program, a SWOT analysis was carried out using a focused group discussion method between the Community Service Team from Veteran Bangun Nusantara Sukoharjo University, the Karangasem Village Government, and the GP Fish Farmers Group. The data collection stage produces strength data, namely: it has sufficient area, the depth...
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Analisis Kualitas Pelayanan Publik di Kantor Desa Macanputih Kecamatan Kabat Banyuwangi
Jurnal Media Administrasi
Vol 10
, No 1
(2025)
The village government has an important role in providing direct services to the community, both administrative, social, and other services related to the daily needs of residents. The quality of public services is one of the main indicators in assessing the success of village government administration (Irawan, 2017). According to Parasuraman, Zeithaml & Berry (1988), service quality can be measured through five dimensions, known as the SERVQUAL theory, namely: Tangibles, Reliability, Respon...
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Certification of Internal Auditors of OHS Management Systems for Supervisors In PT X
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
ABSTRAK
The internal auditor certification of the K3L management system should not be underestimated, considering the vital role played by supervisors in the direct supervision of company operations. Based on a preliminary survey, PT X is a company that assembles solar panels to be marketed domestically and abroad. In 2023, PT X carried out ISO 9001, ISO 14001, and ISO 45001 certification audits, but in the audit process, it was found that there had been no certification activities and appointme...
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Efisiensi Proses Pelaporan Keuangan yang dimediasi Digitaliasi Akuntansi terhadap Akurasi Laporan Keuangan UMKM Kota Semarang
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
The use of technology in the digitalization era is increasingly important in aspects of human life, one of which is in the field of accounting and business. Efficiency in the financial reporting process and accounting digitalization are important factors in influencing the accuracy of financial statements. This study aims to examine the effect of the efficiency of the financial reporting process mediated by accounting digitization on the accuracy of MSME financial reports in Semarang City. This...
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