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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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Microbiological Quality of Packaged Tea Beverages Using the 3M Petrifilm Rapid E. coli/Coliform Count Plate
Bioeksperimen: Jurnal Penelitian Biologi
Vol 11
, No 1
(2025)
Tea is a complementary drink which is currently being served in variety ways and can be found in many places. The form of packaging is also very diverse. Glass bottles, plastic bottles, metal cans, paper cups, and plastic cups are just few of the many different forms of packaging that are available. The Indonesian National Standards Agency has established several requirements that bottled drinking water must fulfill in order to be legally sold in the country; one of these requirements is that it...
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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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How Do Early Childhood Children Understand Religious Values Education?
Paudia
Vol 14
, No 2
(2025)
This study explored early childhood perceptions of religious values education at Kemala Bhayangkari 30 STIK Kindergarten. Using a quantitative approach with a survey method, this study involved 20 purposively selected children aged 4-6 years. Data was collected through direct observation to measure children's understanding of religious value concepts, such as honesty, kindness, and respect. The results showed that 40% of the children understood the value of honesty well, 35% understood the value...
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Pengaruh Kebijakan Promosi dan Harga Tiket Masuk Terhadap Keputusan Wisatawan Berkunjung di Objek Wisata Candi Gedong Songo Kabupaten Semarang
Sugiyanto Sugiyanto
; Agustin Tri Hastuti
; Inggris Yossi Pranatika
; Siti Amri Alimatul Muflikhah
; Mohammad Syafrizal Affandi
Public Service And Governance Journal
Vol 6
, No 2
(2025)
Gedong Songo Temple is a Hindu cultural relic from the Sanjaya Dynasty era which was discovered in 1804 and is located at an altitude of 1,220 to 1,310 meters above sea level. The Minister of Education and Culture designated Gedong Songo Temple as a National Ranked Cultural Heritage Area in 2015 whose preservation must be maintained, including preserving the natural beauty around the Gedong Songo Temple area. This research is to explain the influence of promotional policies and entrance ticket...
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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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Evaluation of the Nutrition Installation Information System at RS Melati Tangerang Using the CIPP Model: Evaluasi Sistem Informasi Instalasi Gizi RS Melati Tangerang Menggunakan Model CIPP
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
The implementation of the nutrition installation information system at RS Melati Tangerang still encounters several obstacles. This research aims to evaluate the nutritional installation information system at RS Melati Tangerang using the CIPP model. This type of research is a qualitative method with a case study approach. Evaluation using the CIPP model (Context, Input, Process and Product). The 5 informants included the Head of the Nutrition Installation (1 person), the Nutritionist (1 person)...
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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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