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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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Effectiveness of Using E-Modules Oriented by Ethnopedagogical Approaches to Early Childhood Social Learning Materials on Students' Pedagogical Competence
Suningsih, Taruni
; Rukiyah
; Andika, Windi Dwi
; Ilhami, Akmillah
; Anggraini, Rike
; Andrianza, Yossy
Paudia
Vol 14
, No 2
(2025)
This study aims to determine the effectiveness of the use of ethnopedagogical approach-oriented e-modules in early childhood social learning materials on the pedagogical competence of prospective PAUD teacher students. The type of research used was a pre-experiment with a one group pre-test post-test design, involving 38 students as subjects. Data collection was carried out through multiple-choice objective tests in the form of pre-tests (before treatment) and post-tests (after treatment). The r...
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Pengaruh dari Kualitas Layanan dan Presepsi Harga Terhadap Loyalitas Pelanggan dengan Kepuasan Pelanggan Sebagai Variabel Mediasi : Study Kasus pada Coffee Shop Bajawa di Bekasi
DHARMA EKONOMI
Vol 32
, No 1
(2025)
This study highlights Bajawa Coffee Shop in Bekasi as the main subject in examining the factors that influence customer loyalty. This study aims to analyze the effect of service quality and price perception on customer loyalty, with customer satisfaction as a mediating variable. Service quality refers to the extent to which the service provided is able to meet customer expectations, while price perception is the customer's assessment of the economic value of the product or service received, whic...
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Cross-Sector Collaboration and Technology: Key to Optimizing Regional Finance for Equitable Development in Indonesia
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Local financial management in Indonesia still faces significant challenges, such as budget inefficiencies, high dependence on central funds, and lack of locally generated revenue (PAD), which exacerbates development inequality, especially in underdeveloped regions such as Papua. This research highlights the importance of cross-sector collaboration and technology utilization for the optimization of local finance to achieve sustainable development equity. Collaboration between central and local go...
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1 Sitasi
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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Pengaruh Transformasi Digital dan Manajemen Perubahan Terhadap Kinerja Penyidik Ditreskrimum Polda Bali dalam Penerapan Aplikasi Elektronik Management Penyidikan (E-MP)
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
This study aims to analyze the influence of digital transformation and change management on the performance of investigators at the Ditreskrimum Polda Bali in implementing the Electronic Investigation Management (E-MP) application. The research focuses on understanding the extent to which these factors affect investigative effectiveness and identifying key drivers of investigator performance improvement in a digital system. A quantitative approach was employed using a survey method. Data were co...
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The Influence Of Mathematical Concept Understanding Ability, Mathematical Reasoning Ability And Problem Solving Ability On Students' Computational Thinking Ability
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
This research examines how conceptual comprehension, mathematical reasoning, and problem solving affect computational thinking. 122 students from class XI SMA Negeri 1 Pematang Siantar were given essay assessments on conceptual comprehension, mathematical reasoning, problem solving, and computational thinking. AMOS version 21 was used to analyze the test using Structural Equation Modeling (SEM). This study found that conceptual understanding, mathematical reasoning, and problem solving have a po...
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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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Perancangan Mesin Pemotong Sukun Ergonomis Berbasis Analisis Risiko Ergonomis dan Keluhan Musculoskeletal Disorders (MSDs)
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Proses pemotongan sukun di UMKM Mastif di Kelurahan Gunung Simping, Kabupaten Cilacap, masih dilakukan secara manual dengan menggunakan tangan dan alat sederhana. Praktik ini dapat menyebabkan timbulnya keluhan gangguan muskuloskeletal seperti nyeri punggung, nyeri leher, dan kelelahan tubuh lainnya. Penelitian ini memiliki tujuan untuk mengidentifikasi keluhan muskuloskeletal yang terkait dengan postur kerja saat melakukan pemotongan sukun, menganalisis, serta mengevaluasi postur kerja saat men...
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