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Enhancing the Random Forest Model via Synthetic Minority Oversampling Technique for Credit-Card Fraud Detection
Aghware, Fidelis Obukohwo
; Ojugo, Arnold Adimabua
; Adigwe, Wilfred
; Odiakaose, Christopher Chukwufumaya
; Ojei, Emma Obiajulu
; Ashioba, Nwanze Chukwudi
; Okpor, Margareth Dumebi
; Geteloma, Victor Ochuko
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
Fraudsters increasingly exploit unauthorized credit card information for financial gain, targeting un-suspecting users, especially as financial institutions expand their services to semi-urban and rural areas. This, in turn, has continued to ripple across society, causing huge financial losses and lowering user trust implications for all cardholders. Thus, banks cum financial institutions are today poised to implement fraud detection schemes. Five algorithms were trained with and without the app...
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Efektivitas Pelaksanaan Program Pemutihan Pajak Kendaraan Bermotor Di Provinsi Riau
Jurnal Media Administrasi
Vol 9
, No 1
(2024)
There are many taxpayers who have not paid their motor vehicle tax, even though the aim of the motor vehicle tax reduction program in Riau Province is so that taxpayers pay their motor vehicle tax after the tax payment period has passed. This research aims to see how effectively the motor vehicle tax reduction program in Riau Province has been running. The research method this time is using a qualitative research method. The reason the researcher used a qualitative research method was so that th...
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Penerapan Aplikasi Jamsostek Mobile (JMO) Pada Badan Penyelenggara Jaminan Sosial Ketenagakerjaan Bogor-Cileungsi
Jurnal Media Administrasi
Vol 9
, No 1
(2024)
The JMO application is a digital-based social security service system in the form of mobile apps. In its application, the JMO application still has many problems, one of which is when logging into the JMO application, you still have to wait a few moments to enter the menu display, in the data updating feature, especially at the stages of biometric verification and system development, but it does not provide significant changes in terms of both features and application view. The research aims to...
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Pengaruh Edukasi Media Platform Tiktok Terhadap Pengetahuan Penderita Hipertensi di Wilayah Kerja Puskesmas Cireunghas
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Hypertension is still a significant problem in the global health sector today. The general public recognizes this condition as "high blood pressure" because blood pressure increases beyond the normal threshold. Health education has a major role in increasing public understanding about hypertension. So media outreach using the Tiktok social media platform can expand public knowledge and understanding regarding the urgency of hypertension. Objective: To determine the influence of the TikTok educat...
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Hubungan Tingkat Pengetahuan Dan Sikap Dengan Perilaku Vulva Hygiene Pada Remaja Putri Saat Menstruasi Di Kelas X Di SMA Perguruan Rakyat 2 Jakarta Timur Tahun 2023
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
The menstrual period is the initial door for young women to know about reproductive organs. One that steals attention is related to maintaining the outer feminine area known as vulva hygiene. The purpose of this study is to determine the relationship between knowledge and attitudes towards vulva hygiene behavior in adolescent girls in class X with the population is 90 people. This type of research is a correlation descriptive quantitative research. With the type design is a cross sectional. Biva...
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Physical and Chemical Characteristic of Snack Bars from Jewawut Flour and Mocaf as Effect of Temperature and Roasting Time: Karakteristik Fisik dan Kimia Snack Bar dari Tepung Jewawut dan Mocaf Sebagai Efek Suhu dan Lama Pemanggangan
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 9
, No 1
(2024)
Snack bars are processed food products that shaped rectangular or like a bar. Snack bar in this study used ingredients of barley flour and mocaf. Barley is a potential ingredient as a source of dietary fiber and gluten-free mocaf can fix the texture of barley. One of the factors that affects the quality of the snack bar is the baking process. The purpose of this study was to determine the effect of temperature and baking time on the characteristics of physical, chemical, and sensory of the snack...
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Hubungan Peran Orang Tua, Penggunaan Gadget, Pertumbuhan Dan Perkembangan Dengan Perilaku Social Anak Usia 6-12 Tahun Di RT05/RW13 Pabuaran Cibinong, Bogor Tahun 2023
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Gadgets are a real form of the development of science and technology (Science and Technology) in the present and future. Of course, with the development of Science and Technology, this greatly influences human life patterns both in terms of thought patterns and behavior. Nowadays, not only adults, children can also use gadgets in everyday life and also enjoy using them, but this can lead to gadget addiction, mental, emotional and negative behavioral disorders. Research objective: to determine th...
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Hubungan Tingkat Kecanduan Judi Online Dengan Perilaku Seks Bebas Pada Remaja Di Kelurahan Tugu Cimanggis Depok Tahun 2023
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
In the era of globalization, the development of increasingly sophisticated information technology not only makes it easier to carry out online activities but can also be exploited, as in the case of online gambling. The decline of the country's economy and the morale of its youth are two direct effects of Indonesia's growing online gambling market. Research Objective: To determine the relationship between the level of online gambling addiction and casual sexual behavior among teenagers in Tugu C...
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Hubungan Tekanan Teman Sebaya dengan Perilaku Cybersex pada Remaja
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
This study aims to determine the relationship between peer pressure and cybersex behavior in adolescents. This study used a correlational quantitative approach with 270 subjects aged 15-19 years, which were determined by snowball sampling technique. The measuring instruments used were the Cybersex Scale and the Peer Pressure Scale compiled by researchers based on aspects of Delmonico & Miller (2003) and Kiran-Esen (2003). Data analysis using product-moment correlation resulted in a hypothesi...
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Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Rice plays a vital role as the main food source for almost half of the global population, contributing more than 21% of the total calories humans need. Production predictions are important for determining import-export policies. This research proposes the XGBoost method to predict rice harvests globally using FAO and World Bank datasets. Feature analysis, removal of duplicate data, and parameter tuning were carried out to support the performance of the XGBoost method. The results showed excellen...
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