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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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Kinerja Bisnis UMKM Kuliner Kota Semarang dikaji oleh Literasi Keuangan, Pembayaran Digital, Penggunaan E-Commerce dan Sistem Informasi Akuntansi
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
MSMEs are a major component of a country's economy. The large contribution of MSMEs to economic development in Indonesia requires MSME players to keep trying and always be ready to compete with other MSMEs. This study aims to determine the effect of financial literacy, digital payments, use of e-commerce and accounting information systems on the business performance of culinary MSMEs in the city of Semarang. The population of this study amounted to 98 culinary MSMEs, sampling using purposive sam...
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Pengaruh Penerapan Standar Akuntansi UMKM Terhadap Kualitas Laporan Keuangan UMKM Pada UMKM Tercatat di Kecamatan Lakarsantri
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
The purpose of this study is to assess how the Financial Accounting Standard for Micro, Small, and Medium Entities (SAK EMKM) has improved the quality of financial statements of businesses in Lakarsantri Sub-district. Using a survey-based quantitative research methodology, information was collected from 40 MSME respondents through questionnaires. Partial Least Square (PLS) analysis was conducted on the data using WarpPLS software version 8.0. The results show that the implementation of SAK EMKM...
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Strategi Pemasaran Affiliate Marketing dalam Meningkatkan Penjualan Produk Fashion JINISO
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
The intense competition in the fashion industry drives brands to seek more effective and efficient marketing strategies. One increasingly adopted approach is affiliate marketing. This study aims to analyze the effectiveness of affiliate marketing strategies in increasing fashion product sales for the JINISO brand. The research uses a descriptive qualitative method with a case study approach on the JINISO brand, supported by secondary data such as sales reports, digital promotion activities, and...
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Analisis Permasalahan Perkembangan UMKM Terhadap Perekonomian di Indonesia
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Micro, Small, and Medium Enterprises (MSMEs) play an important role in the Indonesian economy, contributing 61.07% to Gross Domestic Product (GDP) and absorbing 97% of the workforce. However, this sector still faces various challenges, both from internal factors such as limited capital, human resources, and access to technology, as well as external factors such as a less conducive business climate, inadequate infrastructure, and technological development. This study uses a qualitative method wit...
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Pengukuran Kinerja Usaha Menggunakan Metode Balanced Scorecard : (Studi Kasus Pada CV XYZ)
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
This study aims to measure the business performance of CV XYZ through the perspectives of finance, customers, internal business processes, growth and learning of the balanced scorecard method at CV XYZ in 2023. The data used is primary data, in the form of data from interviews with CV XYZ managers or those who have authority over CV XYZ business performance data. The results of the study can be concluded that based on research on the financial perspective, the results of the calculation of curre...
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Bedah Kisi-Kisi Olimpiade IPA pada Materi Besaran, Satuan dan Pengukuran Melalui Media YouTube
Aji Saputra
; Hijrasil Hijrasil
; Sumarni Sahjat
; Nurlaela Muhammad
; Hutri Handayani Isra
; Masrifah Masrifah
; Indah Kristiani Siringo Ringo
; Dewi Amiroh
; Mirda Prisma Wijayanto
; Andy Hermawan
; Palti Maretto Caesar Manalu
; Hilya Wildana Sofia
; Riris Idiawati
; Khoironi Fanana Akbar
; Ferdiana Ferdiana
; Nurul Hidayah
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 4
, No 2
(2025)
This activity aims to analyze the results of the study of Science Olympiad content outline on the subject of Quantities, Units and Measurement. This video was made using the PowerPoint application for the content, and the Ice Cream screen recorder to record. The research method uses a descriptive qualitative method with a sample of all viewers, the majority of whom are junior high school students. This activity can be concluded as effective by looking at the number of viewers reaching more than...
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The Effect of Eucalyptus Oil Steam Inhalation on Respiratory Rate in Toddlers with Acute Respiratory Infection (ARI)
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 1
(2025)
Acute Respiratory Infection (ARI) is one of the major health issues contributing to high mortality rates among toddlers, both globally and in developing countries. This study aims to identify the effectiveness of eucalyptus oil steam inhalation therapy in regulating the respiratory rate of toddlers suffering from ARI in the working area of Meskom Public Health Center.This research employs a case study method with a descriptive design. The study population consists of 147 toddlers, with a sample...
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Tingkat Aktivitas Fisik Pendaki Gunung Panderman Buthak Kota Batu
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 1
(2025)
Penelitian ini bertujuan untuk mengetahui tingkat aktivitas fisik pendaki Gunung Panderman Buthak Kota Batu. Penelitian ini termasuk penelitian deskriptif dengan pendekatan kuantitatif. Subjek dari penelitian ini adalah pendaki Gunung Panderman Buthak Kota Batu dengan total sampel 122 yang mencakup 88 pendaki laki-laki dan 34 pendaki perempuan dengan rentan usia 18 sampai 30 tahun. Instrumen pada penelitan ini berupa kuisioner terstruktur dari World Health Organization yaitu Global Physical Acti...
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Analisis Arus Kas dalam Menilai Kinerja Keuangan pada PT. Telkom Indonesia (Persero) Tbk Tahun 2019-2023
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
The study aims to determine how the financial performance of PT. Telkom Indonesia (Persero) Tbk is when assessed using cash flow statements and cash flow ratios. Data collection was carried out using Library research techniques and documentation. The population in this study is the 2019-2023 financial statements of PT. Telkom Indonesia (Persero) Tbk. The entire population in this study is also a sample. The research method uses descriptive analysis using cash flow from operating activities, inve...
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