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Menampilkan 31–40 dari 104 artikel
Outlier Detection Using Gaussian Mixture Model Clustering to Optimize XGBoost for Credit Approval Prediction
Setiadi, De Rosal Ignatius Moses
; Muslikh, Ahmad Rofiqul
; Iriananda, Syahroni Wahyu
; Warto, Warto
; Gondohanindijo, Jutono
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Credit approval prediction is one of the critical challenges in the financial industry, where the accuracy and efficiency of credit decision-making can significantly affect business risk. This study proposes an outlier detection method using the Gaussian Mixture Model (GMM) combined with Extreme Gradient Boosting (XGBoost) to improve prediction accuracy. GMM is used to detect outliers with a probabilistic approach, allowing for finer-grained anomaly identification compared to distance- or densit...
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Efektivitas Pengelolaan Keuangan Desa Oleh Kepala Desa Bahara Kecamatan Panjalu Kabupaten Ciamis Tahun Anggaran 2022
Jurnal Media Administrasi
Vol 9
, No 2
(2024)
Financial management by the Bahara Village Government is one form of implementing the Village Government's authority to manage village assets, but this has not yet shown optimal implementation because there are still problems in managing village finances, namely: The Village Government is less than optimal in discussing and preparing Cost Budget Plans (WED). Making village financial plans still involves wasteful costs. The research objective to be achieved is to determine the effectiveness of vi...
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Peran Kepala Desa Dalam Pengelolaan Aset Desa di Desa Pajaten Kecamatan Sidamulih Kabupaten Pangandaran
Jurnal Media Administrasi
Vol 9
, No 2
(2024)
The problem phenomenon that occurs in managing village assets is due to the lack of role of the Village Government, so that due to these limitations existing village assets are unable to be optimized as a potential for increasing village income. The research objective to be achieved is to describe the role of the Village Government in implementing village asset management in Pajaten Village, Sidamulih District, Pangandaran Regency. This research is descriptive qualitative research, the data obta...
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Perancangan Aplikasi Tutorial Turnitin Untuk Melacak Plagiasi Menggunakan Metode Prototype
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
This study focuses on creating a Turnitin tutorial application to track plagiarism using the prototype method approach. The purpose of this application is to make it easier for users to understand and utilize Turnitin as a reliable plagiarism detection tool in academic writing. The prototype method was chosen because it allows for rapid iteration and improvement based on user feedback, which is very important to improve the quality of the application. The development stages include creating an i...
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PENGEMBANGAN MEDIA PEMBELAJARAN INTERAKTIF BERBASIS WEB PADA MATA PELAJARAN SEJARAH DI KELAS X MPLB SMK KANISIUS UNGARAN
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
One effective way in the world of education, especially in teaching and learning activities, is to keep up with current developments by utilizing existing technology. At Kanisius Ungaran Vocational School in Class X MPLB there is no web-based interactive learning media for the History subject. In this regard, there is a need to develop web-based interactive learning media so that teaching and learning activities are more interesting and enjoyable, especially in the subject of History.
The benefi...
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Pengaruh Kualitas Sistem, Kualitas Informasi dan Kualitas Layanan Terhadap Kepuasan Pengguna SILALAPBAJA
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
The study titled "The Influence of System and Service Quality on User Satisfaction of Silalapbaja Website" aims to evaluate the impact of each independent variable on the dependent variable. There were 51 respondents involved in this research, with data analysis conducted using SPSS version 25. The results indicate that System and Service Quality significantly influence User Satisfaction, as evidenced by the significant value of Fhitung = 0.000 < 0.05. From the t-test, System and Service Qual...
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Rancang Bangun Sistem Informasi Sewa Kios Pasar Tradisional Berbasis Web
Jurnal Elektronika dan Komputer
Vol 17
, No 1
(2024)
Along with the rapid development of technology and knowledge at this time makes information a very important role in order to achieve goals the development of computer technology today has grown rapidly, this encourages the creation of the need for the application of increasingly sophisticated computer technology. Design and build a kiosk rental information system at the web-based traditional market of Sumaja Makmur Village aims to facilitate the process of kiosk rental payment transactions. The...
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RESEARCH TREND OF WORKING CAPITAL MANAGEMENT
Rahmawati, Sisca Dian
; Lamidi
; Zakiyah, Nadiya Fikriyatus
; Murningsih, Setia
; Putra, Febrianur Ibnu Fitroh Sukono
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 17
, No 1
(2024)
Given the importance of working capital in firm dynamics, the main objective of this research is to highlight the main gaps and insights in the working capital literature and suggest future research, as well as to know the development trend of working capital management research published by leading journals. For this reason, a bibliometric analysis was carried out using bibliographic information from Scopus for the topic "working capital management." The method used in this quantitative researc...
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Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Ako, Rita Erhovwo
; Aghware, Fidelis Obukohwo
; Okpor, Margaret Dumebi
; Akazue, Maureen Ifeanyi
; Yoro, Rume Elizabeth
; Ojugo, Arnold Adimabua
; Setiadi, De Rosal Ignatius Moses
; Odiakaose, Chris Chukwufunaya
; Abere, Reuben Akporube
; Emordi, Frances Uche
; Geteloma, Victor Ochuko
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Customer attrition has become the focus of many businesses today – since the online market space has continued to proffer customers, various choices and alternatives to goods, services, and products for their monies. Businesses must seek to improve value, meet customers' teething demands/needs, enhance their strategies toward customer retention, and better monetize. The study compares the effects of data resampling schemes on predicting customer churn for both Random Forest (RF) and XGBoost ense...
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Penerapan Teknik Slashing dalam Pembuatan Ready To Wear Look Harajuku
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
Beautifying the appearance of a garment requires modifications in dress. One way of beautifying clothing is fabric manupulation or fabric manipulation. The author chose the slashing technique, this technique is one of the fabric manipulation techniques by stacking several fabrics and then cutting one or several layers of the cloth pile so that it only makes the basic layer. The author compares many layers of fabric used. The goal is to know application of slahsing method creation in making ready...
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