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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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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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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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Pengaruh Rasio Likuiditas dan Rasio Solvabilitas terhadap Kinerja Keuangan: Studi Kasus pada Perusahaan Transportasi dan Logistik yang Terdaftar di BEI Periode 2020–2023
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
The purpose of this study is to determine how the financial performance (Y) of transportation and logistics companies listed on the Indonesia Stock Exchange during the 2020-2023 period correlates with liquidity (X1) and solvency (X2) ratios. This research utilizes multiple linear analysis methods with secondary data and SPSS tools. The population consists of 37 companies, with 10 companies as research samples. The analysis results show that the liquidity ratio (X1) does not significantly affect...
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Pengaruh Literasi Keuangan, Pendapatan, dan Risiko Investasi Terhadap Keputusan Investasi Reksa Dana Generasi Z Yang Terdaftar di Kustodian Sentral Efek Indonesia (KSEI)
HATTA: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 3
, No 1
(2025)
Generation Z in Indonesia is increasingly interested in investment, particularly in mutual funds, but still faces challenges such as low financial literacy and a lack of understanding of investment risks. This study aims to analyze the influence of financial literacy, income, and investment risk on mutual fund investment decisions among Generation Z registered with the Indonesian Central Securities Depository (KSEI). This research employs a quantitative descriptive method with a causal approach...
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Effectiveness Training Employee to Improvement Service Hotel at Pullman Bandung
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
One form of employee development is to provide training to employees to improve hotel services. This training is very beneficial for employees because not only will their performance develop but they will also be ready when they will lead a company. Providing training to employees is an investment for the company not only for individuals, but for the company as a whole, with this training employees are helped to do the existing work, and improve their ability to carry out their work. It was foun...
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Formulation and physical characteristics of ready-to-drink chocolate beverages with the addition of xanthan gum: Formulasi Dan Karakteristik Fisik Minuman Cokelat Ready-To-Drink Dengan Penstabil Xanthan Gum
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Ready-to-drink (RTD) chocolate beverages are increasingly popular, yet traditional formulations often contain dairy components while some consumers are lactose intolerance. The primary challenges in RTD chocolate beverages include achieving acceptable flavor profiles and managing cocoa powder precipitation. This study aimed to formulate a non-dairy ready-to-drink chocolate beverage using a hedonic test and enhance its physical stability through varied xanthan gum concentrations applying Complet...
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Antioxidant activity and preference level of aloe vera (Aloe vera var. chinensis) beverages made with gel size and boiling time variation: Aktivitas Antioksidan dan Tingkat Kesukaan Minuman Gel Lidah Buaya (Aloe vera var. chinensis) yang dibuat dengan Variasi Ukuran Gel dan Lama Perebusan
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Aloe vera gel contains antioxidative phenolic compounds. Fresh aloe vera gel is less accepted by the community due to its bitter taste from its latex. An acceptable alternative to aloe vera products is an aloe vera gel beverage because people of all ages currently favor light drinks. This study aims to produce aloe vera gel beverages with high antioxidant content by varying the gel size and boiling duration for easy consumption and preference by panelists. This research employed a completely ran...
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FAKTOR-FAKTOR YANG BERHUBUNGAN DENGAN PELAKSANAAN KOMUNIKASI TERAPEUTIK PERAWAT DI RUANG RAWAT INAP RS JIWA dr.SAMSI JACOBALIS PROVINSI KEPULAUAN BANGKA BELITUNG TAHUN 2024
JURNAL KEPERAWATAN SISTHANA
Vol 10
, No 1
(2025)
ABSTRAK
Komunikasi Terapeutik adalah komunikasi yang direncanakan dan dipusatkan untuk membantu penyembuhan atau pemulihan pasien, komunikasi ini dilakukan oleh perawat untuk membina hubungan dengan pasien dan mendorong proses penyembuhan pasien. Tujuan dari penelitian ini untuk mengetahui hubungan antara pendidikan dan pengetahuan di RS Jiwa dr.Samsi Jacobalis Provinsi Kepulauan Bangka Belitung Tahun 2024.
Penelitian ini adalah penelitian kuantatif dengan pendekatan cross sectional. Sampel dala...
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Analisis Faktor-Faktor yang Mempengaruhi Kepatuhan Perempuan terhadap Deteksi Dini Kanker Serviks dengan Pemeriksaan IVA atau Pap Smear
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 1
(2025)
Globally, cervical cancer was the fourth most common cancer among women, with low screening coverage contributing to the high number of cases diagnosed at an advanced stage. This study aimed to identify the factors influencing women's compliance with cervical cancer screening through IVA or Pap smear examinations. The research employed a quantitative method with a cross-sectional design. The study sample consisted of 112 respondents, selected using a simple random sampling technique. Data were a...
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