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Optimized Stacking Ensemble Classifier for Early Cancer Detection Using Biomarker Data
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 4
(2024)
Ovarian cancer ranks sixth globally as a major cause of death among women, with a five-year survival rate below 50%, largely due to late detection. Early detection is crucial to lower mortality rates. This paper introduces an Optimized Stacking Ensemble Classifier (OSEC) for early ovarian cancer detection using biomarkers. The model comprises two layers: the first layer includes base classifiers optimized with Particle Swarm Optimization (PSO), while the second layer is a meta-classifier integra...
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2 Sitasi
Spatial Analysis of Waste Management Facility Distribution Using GIS
Arsanti, Vidyana
; Kharisma, Rizqi Sukma
; Ardiansyah, Ivan
; Nugroho, Bayu
; Ihsan Fajruna, Muhammad
; Zahra Deswanti, Luthfia
; Fais Al Qori, Muhammad
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 4
(2024)
Recently, waste has become an extraordinary phenomenon that has attracted the attention of all levels of society: authorities, local governments, environmentalists, and regional stakeholders at the village level. Based on DIY Regional Regulation No. 3 of 2013 concerning the Management of Household Waste and Waste Similar to Household Waste and Sleman Regency Regional Regulation No. 6 of 2023 concerning the Implementation of Waste Management, efforts to minimize the amount of waste are made by ea...
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4 Sitasi
Lilin Aromaterapi Dari Minyak Jelantah : Solusi Alami Menghilangkan Bau Kandang Ternak Di Desa Pecekelan
Handoyo Handoyo
; Mohammad Syafiq Mujtaba
; Khamdan Nahi Asrofi
; Sugeng Riyadi
; Yanafi Rahman
; Valentiana Afifah
; Adam Zidan Taufiqurohman
; Ratna Wahidatunnisa
; Syarifatun Nisa
; Vivi Alfinia
; Nur Maziyah
; Rahayu Dewi Kholifah
; Ulul Azmi Hasanati
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
The people of Pecekelan Village, Sepuran District, Wonosobo Regency, Central Java, face a unique challenge in the form of an unpleasant odor from cattle pens adjacent to settlements, reflecting a strong agrarian life but interfering with daily comfort. In response to this situation, the Community Service Lecture (KPM) team from the University of Al-Quran Science developed an innovation in making aromatherapy candles made from used cooking oil as a natural solution to eliminate the smell of cages...
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Utilizing Sequential Pattern Mining and Complex Network Analysis for Enhanced Earthquake Prediction
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 4
(2024)
Earthquakes are natural events caused by the movement of the earth's plates, often triggered by the energy release from hot liquid magma. Predicting earthquakes is crucial for raising public awareness and preparedness in seismically active areas. This study aims to predict earthquake activity by identifying patterns in seismic events using Sequential Pattern Mining (SPM). To enhance the prediction accuracy, Sequential Rule Mining (SRM) is applied to derive rules with confidence values from these...
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2 Sitasi
Implementation of ICT-based Inquiry Learning Model for Enhancing Critical Thinking Skills in Mechanical Waves Characteristics
Radiasi: Jurnal Berkala Pendidikan Fisika
Vol 17
, No 2
(2024)
Critical thinking skills are essential in 21st century education. However, students’ critical thinking skills remain underdeveloped. To align with contemporary advancements, curricula now demand integration with 21st century skills, including critical thinking and technology. This study aims to investigate the implementation of ICT-based inquiry learning model for enhancing critical thinking skills in mechanical wave characteristics. This study employed a pre-experimental research method, utiliz...
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Comprehensive Review of Security Problems in Mobile Robotic Assistant Systems: Issues, Solutions, and Challenges
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Nowadays, robots in the modern world are playing an important and increasingly popular role. MRA (Mobile Robotic Assistant) is a type of mobile robot designed to support humans in many different fields, helping to improve efficiency and safety in daily activities, work, or medical treatment. The number of MRAs is increasing and diverse in function, in addition to the ability to collect and process data, MRAs also have the ability to physically interact with users. Therefore, security is one of t...
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Analisis Implementasi Customer Relationship Management dalam Meningkatkan Loyalitas Nasabah pada Koperasi LKMS-A Gapoktan Panampuang Prima
Transformasi: Journal of Economics and Business Management
Vol 3
, No 4
(2024)
This article is entitled Analysis of the Implementation of Customer Relationship Management in Increasing Customer Loyalty at the LKMS-A Gapoktan Panampuang Prima Cooperative. Matters relating to behavior towards customers, how to serve customers, and all matters relating to customer behavior are part of Customer Relationship Management. In this study, the research used is field research which is descriptive qualitative in nature by collecting data through observation, interviews and documentati...
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Survei Tingkat Skill Related Fitness Pada Siswa Siswi Sekolah Dasar Negeri Fase C Gugus 1-5 di Kecamatan Sukun Kota Malang
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 4
(2024)
This research aims to identify the level of skill related fitness in Phase C students at SDN Gugus 1-5 in Sukun District, Malang City. This type of research is descriptive quantitative with survey methods. The research population was 2,124 students, with a sampling technique using proportionate stratified random sampling. The sample used was 96 students, consisting of 48 boys and 48 girls. Data collection was carried out in accordance with the Indonesian Student Fitness Test (TKSI) Phase C. Base...
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Pengaruh Pengetahuan Kewirausahaan, Motivasi Berwirausaha, E-Commerce, dan Lingkungan Keluarga Terhadap Minat Berwirausaha Pada Mahasiswa Prodi Akuntansi Universitas Nusantara Pgri Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 3
(2024)
An interest in entrepreneurship often comes to a person just like that. However, this interest can be influenced by several factors, both external and internal factors. The aim of this research is to determine the influence of entrepreneurial knowledge, entrepreneurial motivation, e-commerce, and family environment on students' interest in entrepreneurship. The research method used is quantitative with a comparative causal nature. The research population used in this research were students of th...
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PENINGKATAN KUALITAS TIDUR DENGAN BENSON’S RELAXATION TECHNIQUES DI POSYANDU LANSIA SERUNI 29 JEBRES SURAKARTA
Salsabilla, Celine
; Aulia Putri Maharani
; Awalisa Mey Dentasari
; Azaima Qurata’Ayyun
; Bielsa Agla Azzahra
; Dimas Aditya
; Rifai Joko Pramono
; Hapsari Cahyaningrum
Empowerment Journal
Vol 4
, No 2
(2024)
Pada tahap perkembangan lanjut usia, banyak sel tubuh yang hilang. Ini menyebabkan metabolisme sel tubuh menurun, yang mengakibatkan penurunan fungsi tubuh, perubahan komposisi tubuh, dan penurunan kesehatan dan kekuatan fisik. Sulit untuk tidur, sering terbangun di malam hari, dan merasa tidak segar saat bangun tidur adalah salah satu masalah yang muncul. Terapi farmakologis biasa digunakan untuk mengatasi permasalahan diatas, namun pemberian obat yang diberikan secara berlebihan akan berdampak...
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