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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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Studi Optimalisasi Kinerja Karyawan BCA Cabang Pemuda Semarang Melalui Digitalisasi, Budaya Organisasi, Dan Kecerdasan Intelektual
Jurnal Ilmiah Serat Acitya
Vol 14
, No 1
(2025)
Penelitian ini bertujuan untuk menginvestigasi secara empiris upaya optimalisasi kinerja karyawan melalui penerapan digitalisasi, budaya organisasi, serta kecerdasan intelektual, dengan studi kasus pada karyawan PT Bank Central Asia Tbk (BCA) Kantor Cabang Utama (KCU) Pemuda Semarang. Populasi dalam penelitian ini terdiri atas seluruh karyawan BCA KCU Pemuda Semarang pada tahun 2022, yang berjumlah 63 orang. Penelitian ini menggunakan metode sensus, di mana seluruh populasi dijadikan sebagai sam...
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Health Campaign on the Dangers of Human Immunodeficiency Virus (HIV)/Acquired Immune Deficiency Syndrome (AIDS) in Tanjung Village
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 1
(2025)
Based on data from the Sukoharjo Regency AIDS Control Commission (KPA), HIV/AIDS cases show an increasing trend, with 102 new cases in 2023 compared to 82 cases in 2022. Data for January 2024 also shows 6 new cases. The accumulation from 2008 to January 2024 reached 930 cases spread across all sub-districts, including 62 cases in Nguter District. The purpose of this activity is to increase the awareness of the people of Tanjung Village about HIV/AIDS, reduce stigma against ODHA, and encourage an...
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Analisis Faktor yang Mempengaruhi Ketepatan Penggunaan Multivitamin Secara Swamedikasi pada Remaja di Kota Madiun
Pharmaqueous
Vol 7
, No 1
(2025)
Penggunaan multivitamin secara swamedikasi yang rasional sangat penting di kalangan remaja untuk menjamin keamanan, efektivitas, serta mencegah risiko kesehatan yang tidak diinginkan. Penelitian ini bertujuan untuk menganalisis faktor-faktor yang mempengaruhi ketepatan penggunaan multivitamin secara swamedikasi pada remaja di Kota Madiun. Penelitian ini menggunakan desain observasional analitik dengan metode pengambilan sampel accidental sampling yang melibatkan 379 responden remaja. Variabel te...
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Testing the effectiveness of vannamei shrimp shell chitosan extraction with variations of organic acids in the demineralization stage: Pengujian Efektivitas Ekstraksi Kitosan Kulit Udang Vannamei dengan Variasi Jenis Asam Organik dalam Tahapan Demineralisasi
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Chitosan is a natural polysaccharide derived from chitin, commonly found in the shells of crustacean animals. The production of chitosan involves several stages: deproteinization, demineralization, and deacetylation, which require the use of acidic and alkaline solutions. This study aimed to evaluate the effectiveness of various types of organic acids and a natural acid source, Averrhoa bilimbi (bilimbi fruit) extract, in the chitosan extraction process from Vannamei shrimp shells. The study emp...
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ACTIVITY OF NONI EXTRACT (Morinda citrifolia L.) AS A BIOFUNGICIDE AGAINST THE GROWTH OF THE FUNGUS Fusarium oxysporum IN VITRO
Puspitasari, Etika Dyah
; Matsjeh, Sabirin
; Mardiah, Ainun
; Juni Lestari, Tri Tunggal
; Kumalasari, Dewi
; Kartika Sari, Prita Anggraeni
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 1
(2025)
Fusarium oxysporum is a fungus that attacks various plants and causes wilting. Several plants, including bananas, have experienced a decrease in productivity due to the Fusarium fungus. This research aims to determine the effect of the whole plant of noni plants (fruits, leaves, and twigs), methanol extract, and ethyl acetate on the growth of fusarium fungi. To determine the optimal extract concentration to inhibit fungal growth. This research is a factorial study with independent variables in t...
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Analisis Efektivitas Proses Bongkar Muat Liquefied Petroleum Gas (LPG) di PT Pertamina Energi Tanjung Sekong
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 4
, No 1
(2025)
This study aims to analyze the effectiveness of the Liquefied Petroleum Gas (LPG) loading and unloading process at PT Pertamina Energy Tanjung Sekong Terminal, a key infrastructure in Indonesia's national energy distribution. The evaluation was based on technical and operational indicators, including the Berthing Occupancy Ratio (BOR), Length Over All (LOA), berthing time, cargo volume, and vessel visit frequency. The results show that BOR ranged between 55–65%, indicating efficient jetty utiliz...
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Analisis Safety Patrol Berbasis IPBR dan HIRARC Untuk Mengurangi Kecelakaan Kerja di Terminal Jamrud
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 4
, No 1
(2025)
PT Pelindo Multi Terminal is a company engaged in loading and unloading services for liquid bulk, dry bulk and containers. Hazard Identification, Risk Assessment and Risk Control (HIRARC) is a method for identifying potential hazards that exist in each type of work. The aim of this research is to determine hazard identification, risk assessment and risk control using the Hazard Identification, Risk Assessment and Risk Control (HIRARC) method at PT Pelindo Multi Terminal. Research was carried out...
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Konstruksi Sosial tentang Dukungan Organisasi : Studi Fenomenologi Sosial terhadap Keterlibatan Kerja Tenaga Kerja Sosial di Dinas Sosial Kota Malang
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
In the modern work environment, perceived organizational support is an important factor in increasing work engagement and productivity. Organizations that provide emotional, professional, and structural support to employees tend to have a more motivated, loyal, and productive workforce. However, social workers, especially in the Malang City Social Service, often experience minimal organizational support, resulting in work stress, burnout, and high employee turnover. Most previous studies have us...
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Pengaruh Total Asset, Total Utang Dan Total Modal Terhadap Laba Bersih Perusahaan Farmasi yang Terdaftar Di BEI pada Tahun 2019-2023
Jurnal Ilmiah Serat Acitya
Vol 14
, No 1
(2025)
Tujuan penelitian ini adalah untuk menganalisis pengaruh total aset, total hutang dan total modal terhadap laba bersih pada perusahaan Sub Sektor Farmasi yang terdaftar di Bursa Efek Indonesia. Populasi dalam penelitian ini adalah Sub Sektor Farmasi yang terdaftar di Bursa Efek Indonesia sejak tahun 2018 sampai dengan 2023. Sampel dalam penelitian ini dilakukan secara purposive sampling, yaitu berdasarkan kriteria yang ditentukan. Penelitian ini menggunakan data sekunder dalam bentuk laporan keu...
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