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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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3 Sitasi
Optimalisasi Penerimaan Pajak BPHTB di Kabupaten Sikka: Analisis Implementasi dan Tantangan
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Bea Perolehan Hk Atas Tanah dan Bangunan (BPHTB) is one of the main sources of Regional Original Income (PAD) which is managed by the Sikka Regency Regional Revenue Agency (Bapenda). This research aims to analyze the optimization of BPHTB acceptance. The research method used is a qualitative approach with data collection techniques through interviews, observation and documentation studies. The research results show that the optimization efforts carried out, such as collaboration with notaries/PP...
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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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Implementation of Machine Learning on Android Based Application for Classifying the Types of Injuries on Traffic Accident: Implementasi Machine Learning Menggunakan Aplikasi Android untuk Klasifikasi Jenis Luka Cedera pada Kecelakaan Lalu Lintas
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
This research implements a machine learning model to classify the types of injuries sustained in road accidents. Accidents can happen anywhere and at unexpected times, and not many drivers know how to provide first aid in the event of an accident. These problems encourage researchers to carry out machine learning-based research that can provide recommendations for action and first aid materials/equipment, as well as information on the nearest health facilities to facilitate the search for help i...
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Efektifitas Model Inquiry Social Complexcity (ISC) untuk Meningkatkan Keterampilan Berpikir Kritis di Sekolah Dasar
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
Abstract. This study aims to determine how effective the Inquiry Social Complexity (ISC) model is in increasing critical thinking in elementary schools. The Inquiry Social Complexity (ISC) learning model is a way of learning that focuses on the use of critical thinking and social complexity to identify and resolve dilemmas. Critical intelligence means cognitive skills that demonstrate a high level of thinking skills, involving analysis, drawing conclusions, and assessing the problem-solving proc...
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Analisis KUD Cilongok Menggunakan Space Matrix Strategi Pengembangan Unit Simpan Pinjam dan UKM Mart
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 2
(2025)
This research aims to analyze the strategic position of the Village Unit Cooperative (KUD) Cilongok using the Strategic Position and Action Evaluation (SPACE) Matrix method and formulate development strategies for savings and loan units and supermarket businesses. The research method uses a quantitative-qualitative approach with data collection techniques through observation, interviews, and documentation. SPACE Matrix analysis is carried out by identifying factors of financial strength, competi...
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1 Sitasi
Dinamika Gaya Kepemimpinan dalam Strategi Optimalisasi Penguatan Kinerja Karyawan Studi Empiris pada Perusahaan LQ45 Periode 2022–2023
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 2
(2025)
In the era of globalization and increasing intensity of competition, public companies in Indonesia are required to develop internal strategies that are able to support sustainability and performance improvement in a sustainable manner. This study aims to analyze the relationship between leadership style, work discipline, and compliance with the principles of good corporate governance (GCG) in companies that are members of the LQ45 index on the Indonesia Stock Exchange. The method used is a norma...
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Rancang Bangun Tensimeter Digital Berbasis Internet of Things
Journal of Health Technology and Public Health
Vol 2
, No 2
(2025)
Blood pressure is a crucial factor in the circulatory system of the human body. It refers to the amount of force exerted by the blood on the inner walls of the arteries when it is pumped throughout the circulatory system. Blood pressure can be measured using a device known as a digital sphygmomanometer, which determines systolic pressure, diastolic pressure, and beats per minute (BPM) of the human heart. As technology evolves, the digital sphygmomanometer has been enhanced with features such as...
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Pengaruh Variasi Sudut Inlet dan Rasio Transmisi terhadap Daya dan Efisiensi yang Dihasilkan Turbin Air Vortex
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Penelitian ini bertujuan untuk menyelidiki pengaruh sudut masuk dan rasio transmisi puli terhadap daya keluaran dan efisiensi porositas udara turbin. Selain itu, penelitian ini berupaya mengidentifikasi kombinasi sudut masuk dan rasio transmisi puli yang menghasilkan daya dan efisiensi tertinggi menggunakan metode eksperimen. Pada bagian turbin yang digunakan cekungan berbentuk kerucut dengan diameter atas 400 mm, diameter bawah 65 mm, dan tinggi 320 mm. Variabel bebasnya adalah sudut masuk (5°,...
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Analysis of the Quality of the “Nu-Jek” Website on User Satisfaction Using the Webqual 4.0 Model
Journal of Multimedia Trend and Technology
Vol 4
, No 1
(2025)
Nu-Jek is one of the rapidly growing e-commerce in the online buying and selling market. One of the mobile-based Marketplaces officially entered Indonesia in 2019. Nu-Jek has quite complete features, it can even book buses and hotel reservations. However, there are reports of problems with the missing chat feature, which can affect the quality of interaction. Then about the redesign of the UX and chat features for Nujek noted several usability issues on the main page of the application and the b...
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