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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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ANALISIS KEPUASAN PENGGUNA CAPCUT DAN KINEMASTER MENGGUNAKAN METODE END-USER COMPUTING SATISFACTION
Buana, Pratama Angga
; Ardyan, Antonius Gilang
; Tamboto, Fredrik Sebastian
; Prakoso, Noer Hidayat
; Yudistira, Danang Yunan
; Derek, Gerri Wicaksana
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
This study aims to analyze user satisfaction levels for the CapCut and KineMaster video editing applications using the End-User Computing Satisfaction (EUCS) approach. This research employed a descriptive quantitative method with data collected through questionnaires involving 67 respondents. The instrument's validity was tested using Pearson's Product Moment correlation, and reliability was assessed using Cronbach's Alpha method. The results show that CapCut excels in the Content (4.06), Accura...
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Behavioral Interaction of Male and Female Canaries (Serinus canaria) During the Reproduction Period
Bioeksperimen: Jurnal Penelitian Biologi
Vol 11
, No 1
(2025)
The study aimed to describe the interaction between male and female bird canary (Serinus canaria ) during reproduction. Study This uses the ad libitum sampling method, namely observing activity act in demand bird canary male and female (Serinus canaria) during mating. Study This was done 6 days on Sunday, the first (2 days) introduction bird canary, and Sunday, the second and third (4 days) matchmaking bird canary. Research results show various Acts in demand reproduction of bird canaries during...
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Analisis Peran Akumulasi Modal dalam Pertumbuhan Ekonomi: Faktor-Faktor Pendorong Pertumbuhan Ekonomi di Indonesia
Herlina Reva Carita
; Haura Khalisa Hakim
; Raden Naufal Hilmi Saputra
; Ni Komang Mia Fabiola
; Izzan Shulhan Albar
; Vanessa Azahra Rohman
; Ahmad Setiawan Nuraya
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Economic growth is a complex process influenced by various factors, one of which is capital accumulation. Capital accumulation plays a crucial role in increasing production capacity, creating employment opportunities, and enhancing labor productivity. This study analyzes the role of capital accumulation in Indonesia’s economic growth by highlighting key factors contributing to national output expansion. Using the growth accounting approach and neoclassical growth theory, this research confirms t...
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Analisis Teknologi terhadap Perekonomian Nasional: Studi Kasus Kontribusi GoTo terhadap Pendapatan Indonesia
Abiyyu Rahmatullah
; Agus Rizki Pandapotan Siagian
; Ahmad Devani Yuslah
; Alfia Damar Yanti
; Annisa, Fesya Diva
; Ahmad Setiawan Nuraya
DHARMA EKONOMI
Vol 32
, No 1
(2025)
The research analyzes the impact of technology on Indonesia's national economy, focusing on GoTo's contribution as a leading technology company. GoTo, born from the merger of Gojek and Tokopedia, has created an innovative business model that connects consumers and businesses through an efficient digital platform. Secondary data analysis from LPEM FEB UI (2023), Aji (2023), Jerry (2023) SMERU Research Institute (2022), and other relevant sources, shows that GoTo makes a significant contribution t...
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Peran Sumber Daya Manusia, Pendidikan, dan Kebijakan Pemerintah dalam Meningkatkan Pertumbuhan Ekonomi Indonesia
Devi Prameswati
; Fikria Hanifa Nabiha
; Flira Tri Octaviani
; Puri, Gista Alfania
; Kayla Aryani Putri Nugroho
; Ahmad Setiawan Nuraya
DHARMA EKONOMI
Vol 32
, No 1
(2025)
The study was conducted to analyze the relationship between the quality of human resources (HR) and economic growth in Indonesia which aims to determine the role of Human Resources, Education, and Government Policy in Indonesia's economic growth. By using descriptive qualitative research methods, data were collected through literature studies by collecting journals and articles spread across the Internet. The results of the study obtained were that 1) The Role of Human Resources in Economic Grow...
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Pengaruh Kecepatan, Maintanance, Ketelitian dan Strategi Pemasaran terhadap Kepuasan Pelanggan pada CV Andi Jaya Technology
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
Customer satisfaction is a key factor in the success of a company, especially in the technology industry that demands fast, accurate, and quality service. This study aims to analyze the effect of Speed, Maintenance, Accuracy, and Marketing Strategy variables on Customer Satisfaction at CV. Andi Jaya Technology. The research method used is regression analysis with t-test to measure the effect of each variable partially and F-test to see the effect simultaneously. The results of the study show tha...
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Design of Oxytocin Massage Vest for Breastfeeding Mothers Based on Arduino Uno: Rancang Bangun Rompi Pijat Oksitosin pada Ibu Menyusui Berbasis Arduino Uno
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
Optimal breast milk (ASI) production is essential for infant health and the well-being of breastfeeding mothers. One innovative approach to support this is the use of an electromedical device in the form of an oxytocin massage vest based on a microcontroller. This study aims to design and develop a prototype of an Arduino Uno–based oxytocin massage vest that provides automatic stimulation at specific points along the spine of breastfeeding mothers. The research employed a Research and Developmen...
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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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Design and Construction of Web Application for Online Management of Electromedical Device Calibration Using Laravel Framework: Rancang Bangun Aplikasi Web Pengelolaan Pengkalibrasian Alat Elektromedis secara Online Menggunakan Framework Laravel
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
This study developed a Laravel-based web application to manage electromedical device calibration data online. The application offers greater efficiency and integration compared to manual methods such as Excel or Word. Key features include centralized data storage, cloud integration, and the ability to print calibration certificates directly from the system. Using the R&D method and Blackbox testing, all features were proven to function correctly without errors. User testing also showed that...
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