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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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Characteristics of putu ayu a combination of wheat flour and soybeans flour (Glycine max) with the addition of katuk leaves (Sauropus androgynus (L) Merr.) : Karakteristik putu ayu kombinasi tepung terigu dan tepung kedelai (Glycine max) dengan penambahan daun katuk (Sauropus androgynus (L) Merr.)
Agrobioteknologi
Vol 2
, No 1
(2025)
Putu ayu was traditional Indonesian caked with a soft texture that was a sweet and dominant colour of green. Wheat flour in Indonesian was grew used, so local materials need to be developed to reduce their dependence on wheat flour. This studied aimed to determined of soy flour and extract of katuk leaves which had high antioxidant and preferred consumer. This studied used was two factor Completetly Randomized Design (CRD) with ratio wheat flour and soybeans flour (90:10), (80:20) and (70:30) an...
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STRATEGI BADAN PENDAPATAN DAERAH(BAPENDA) DALAM MENINGKATKAN PENDAPATAN ASLI DAERAH (PAD) MELALUI PEMBAYARAN PAJAK HOTEL DI KABUPATEN SIKKA
DHARMA EKONOMI
Vol 32
, No 1
(2025)
The Sikka Regency Regional Revenue Agency (Bapenda) has a strategic role in managing Regional Original Income (PAD), which includes various types of regional taxes, one of which is hotel tax. Hotel tax makes a significant contribution to increasing PAD, but there are various challenges in collecting it, such as erratic income fluctuations and inaccuracies in tax reporting by taxpayers. This research aims to analyze the strategies implemented by the Sikka Regency Bapenda in increasing hotel tax p...
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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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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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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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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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A FEASIBILITY STUDY OF CURRENT TRANSFORMER (CT) THROUGH INSULATION RESISTANCE TESTING AT PT. PLN (PERSERO) UPT CILEGON SUBSTATION
Teknika
Vol 10
, No 1
(2025)
PT PLN (Persero) UPT Cilegon, located at KM 4.5, Kotabumi, Purwakarta District, Cilegon City, Banten, is an electric power distribution company that functions to convert high voltage into medium voltage and distribute it to three ULTG branches. The reliability of the power distribution system heavily depends on the condition of the equipment at the substation, particularly the Current Transformer (CT). This study aims to analyze the effectiveness of routine maintenance and testing to prevent dis...
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Studi Eksperimental Pembakaran Droplet Biodiesel Minyak Jelantah Blending Etanol yang Dipengaruhi Medan Magnet
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Penelitian ini bertujuan untuk mengetahui pengaruh variasi campuran 5%, 10%, 15% etanol pada biodiesel minyak jelantah terhadap evolusi api, emisi gas CO2, CO, HC, dan suhu api. Kecepatan kamera yang digunakan sebesar 120 fps yang diletakkan di depan droplet. Dilakukan penelitian secara eksperimental dengan menempatkan sebuah tetesan campuran 5%, 10%, 15% etanol pada thermocouple type K dengan diameter tetesan 0.3 mm dengan menambahkan medan magnet tarik N-S dan tolak S-S. Hasil penelitian menem...
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