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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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41 Sitasi
Penegakan Hukum terhadap Pelaku Tindak Pidana Perjudian Online di Kelurahan Tanjung Raja Utara Kabupaten Ogan Ilir
Serlika Aprita
; Hasanal Mulkan
; Yonani Hasyim
; Desni Raspita
; Syahriati Fakhriah
; Ahmad Muadzdzib
; Ilham Mahar Khuluqi
; Anela Intan Putri
; Fitri Antisa
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 1
(2024)
The rise of online gambling, which is mostly carried out by lower middle class people, can have a negative impact on the economic development of Indonesia. One of the direct negative impacts of online gambling on the country's economy is that online gambling can reduce state income. This is because the government does not receive taxes from illegal online gambling activities. Apart from that, online gambling can also cause economic losses for society. This legal research aims to find out the fac...
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Pengaruh Pendidikan Agama Islam Terhadap Sikap Sosial Siswa di SMKN 1 Padang Gelugur Kabupaten Pasaman
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 3
, No 1
(2024)
This research is motivated by students who have a poor social attitude, this illustrates the gap between Islamic Religious Education and the Social Attitude of Students, this gap occurs because students do not understand good behavior in accordance with the teachings of Islam. To find out whether there is an influence of Islamic religious education on the social attitudes of students at SMKN 1 Padang Gelugur. To find out how much influence Islamic religious education has on the social attitudes...
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Analisis Ketersediaan Parking Stand Dalam Mencapai On Time Performance (OTP) Di Bandar Udara Kolonel Robert Atty Bessing Malinau
Transformasi: Journal of Economics and Business Management
Vol 3
, No 1
(2024)
Transportation needs will continue to grow over time. One mode of transportation that has many fans is air transportation. Air transportation was chosen because it is a type of transportation that is efficient in terms of time. Airports are a very important factor in supporting the implementation of air transportation activities. With the increase in the number of people's needs, the number of passengers increases so that aircraft movements also increase. The increase that occurs has an impact o...
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LITERATUR REVIEW: PENERAPAN KOMPRES HANGAT EKSTRAK JAHE TERHADAP INTENSITAS NYERI SENDI PADA PASIEN LANSIA DENGAN GOUT ARTRHTRITIS
Jurnal Keperawatan Karya Bhakti
Vol 8
, No 2
(2024)
Abstrak
Latar Belakang: Penyakit asam urat merupakan penimbunan asam urat dalam tubuh dan terjadi kelainan metabolisme purin. Dampak nyeri asam urat yang dapat ditimbulkan adalah menurunnya kualitas hidup penderita karena nyeri sangat mengganggu aktivitas sehari-hari. Penatalaksanaan penyakit asam urat dapat dilakukan dengan teknik komplementer, salah satunya adalah pemberian kompres hangat ekstrak jahe. Tujuan: Mengetahui efektivitas kompres hangat ekstrak jahe terhadap intensi...
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Enhancing Lung Cancer Classification Effectiveness Through Hyperparameter-Tuned Support Vector Machine
Gomiasti, Fita Sheila
; Warto, Warto
; Kartikadarma, Etika
; Gondohanindijo, Jutono
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
This research aims to improve the effectiveness of lung cancer classification performance using Support Vector Machines (SVM) with hyperparameter tuning. Using Radial Basis Function (RBF) kernels in SVM helps deal with non-linear problems. At the same time, hyperparameter tuning is done through Random Grid Search to find the best combination of parameters. Where the best parameter settings are C = 10, Gamma = 10, Probability = True. Test results show that the tuned SVM improves accuracy, precisi...
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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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IMPLEMENTASI STRATEGI HUMAS DPRD SURAKARTA DALAM MEDIA SOSIAL INSTAGRAM
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 10
, No 1
(2024)
The Surakarta DPRD (parliament) Public Relations utilizes Instagram social media to implement public relations strategies in building public opinion. The use of Instagram social media by the Surakarta DPRD public relations in publishing activities is less able to implement a public relations strategy. It can be seen from un up to date Instagram uploads of the Surakarta DPRD of their activities to build public opinion. The research aims to explain the implementation of the Surakarta City DPRD's p...
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Peran Humas BNNK Surakarta Dalam Mencegah Penyalahgunaan Narkotika melalui Unggahan Informasi dan Edukasi di Media Sosial Instagram
Jurnal Komunitas (Komunikasi Tiada Batas) : Jurnal Ilmu Komunikasi
Vol 10
, No 1
(2024)
Humas BNNK Surakarta mulai memanfaatkanInstagram untuk menyampaikan informasi dan edukasiterkait dengan berbagai upaya sosialisasi pencegahanpemberantasan peredaran gelap narkotika (P4GN). Penelitian ini bertujuan peran humas badan narkotikanasional kota surakarta dalam mencegahpenyalahgunaan narkotika melalui unggahan informasidan edukasi di media sosial instagram. Penelitian inimerupakan penelitian deskriptif. Teknik analisis data yang digunakan dalam penelitian ini adalah teknikanalisis data...
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Implementasi Manajemen Bisnis Dalam Novel Lupus: Lupus n’Work Karya Hilman
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 1
(2024)
Business management is the science and practice that encompasses planning, organizing, directing, and controlling organizational resources to achieve established goals. It involves coordinating various aspects of business activities to ensure the sustainability, growth, and success of the organization. In the novel titled "Lupus N’Work" by Hilman, Lupus and his friends intend to establish a business that arises from their desire not to depend on others and to increase their allowances. However,...
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1 Sitasi