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Menampilkan 1–10 dari 35 artikel
Implementation of Machine Learning for Credit Card Fraud Detection using Logistic Regression and Gradient Boosting
Dinamik
Vol 31
, No 1
(2026)
Credit card fraud is a critical issue in digital financial transactions. This study aims to develop and evaluate fraud detection models using Logistic Regression and Gradient Boosting on an imbalanced dataset, where fraudulent transactions constitute only a small portion of the data. To address this imbalance, the Synthetic Minority Over-sampling Technique (SMOTE) was applied during preprocessing. Logistic Regression, used as a baseline model, achieved 95% accuracy, 78.6% precision, 55.9% recall...
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Hubungan Dukungan Keluarga dan Kualitas Hidup pada Pasien Diabetes Melitus di Rumah Sakit Santa Elisabeth Medan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Diabetes mellitus is the second leading cause of death worldwide after cardiovascular disease. This condition causes physical and psychological burdens. Quality of life is influenced by various aspects, including the ongoing special needs of diabetes mellitus patients. Family support is a form of assistance provided by family members to provide physical and psychological comfort when someone is ill. This study aims to determine the relationship between family support and quality of life of diabe...
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Cegah Kekerasan Seksual Kepada Anak : Pelatihan Metode Story Telling dan Aplikasi Ramah Anak Kepada Orang Tua dengan Anak Prasekolah
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Pendidikan seks kepada anak sejak dini dan pemilihan jenis tontonan yang sesuai dengan usia anak perlu menjadi perhatian orang tua sebagai upaya untuk mencegah kekerasan seksual yang terjadi pada anak. Namun faktanya pendidikan seksual kepada anak usia prasekolah belum dilakukan secara optimal oleh orang tua sehingga pemahaman seksual pada anak masih terbatas selain itu juga anak suka menonton video di aplikasi yang beresiko munculnya video tidak sesuai usia anak. Belum optimalnya orang tua dala...
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GAMBARAN FAKTOR RISIKO DAN TINGKAT RISIKO STROKE BERDASARKAN STROKE RISK SCORE CARD PADA PENDERITA HIPERTENSI DI KLINIK ROMANA TANJUNG ANOM TAHUN 2024
JURNAL KEPERAWATAN SISTHANA
Vol 10
, No 2
(2025)
Stroke adalah penyebab kematian nomor dua dan penyebab kecacatan di seluruh dunia. Salah satu cara yang dapat digunakan untuk mencegah stroke pada penderita hipertensi adalah dengan menemukan dan mengendalikan faktor risiko yang dapat dimodifikasi. Tujuan penelitian ini adalah untuk mengidentifikasi gambaran faktor risiko dan tingkat risiko stroke berdasarkan stroke risk score card pada penderita hipertensi di klinik romana tanjung anom tahun 2024. Penelitian ini menggunakan rancangan bersifat d...
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PENGARUH PENGELUARAN, PMDN DAN INFLASI TERHADAP PENERIMAAN DI SUMATERA UTARA TAHUN 2001-2020
Desember Palito Sinaga
; Ali Asdon Tanjung
; Feryanto Nababan
; Mentari syaputri Purba
; Raymond Siboro
; Joko Suharianto
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
This study aims to analyze the effects of domestic investments, inflasi, and pengeluaran on Sumatra Utara's income between 2001 and 2020. This study uses the Error Correction Model (ECM) analysis method to determine the impact of independent variables on dependent variables in the pendek data and the Regression Linear Berganda analysis to determine the impact of independent variables on dependent variables in the panjang data. According to the results of the ECM analysis, the variable pengeluara...
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Manajemen risiko teknologi informasi pada PT. XYZ menggunakan framework COBIT 5
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 2
(2025)
PT. XYZ applies Information Technology in business processes to achieve company goals. achieve company goals. However the use of Technology brings risks that can reduce business effectiveness and efficiency of the business. PT. XYZ faced several problems in its IT department, including network connectivity issues, human error, hardware failure, ERP system integration failure, data security, and human error, hardware failure, ERP system integration failure, data security, data backup failures, s...
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The Impact of Recruitment Strategies and Crew Competencies on Maritime Operational Performance: A Study of PT Sillo Maritime Perdana Tbk
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 2
(2025)
The maritime sector is critical for global trade and economic development, yet challenges in workforce development persist, particularly in tanker operations handling dry bulk cargo like agricultural products. This research investigates the interplay between recruitment strategies, crew competencies, and ship operational performance, with a focus on PT Sillo Maritime Perdana Tbk, a key player in Indonesia’s offshore shipping sector. Addressing gaps in aligning workforce development with industry...
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Pengaruh Penggunaan Bahasa Gaul Dalam Interaksi Mahasiswa : Studi Kualitatif Tentang Penggunaan Bahasa Gaul Dikalangan Mahasiswa IKM UINSU
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2025)
This research aims to explore more deeply the phenomenon of slang use among UINSU Public Health students and its impact on social dynamics and the development of their identity. Through a qualitative approach involving in-depth interviews and participant observation, this research seeks to understand how slang plays a role in forming social bonds, creating a sense of belonging to a group, and influencing the way students interact with each other. Preliminary findings show that slang not only fun...
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Analisa Pengaruh Desain Motor Induksi “6 Fasa 2 Lapis Tak Simetris” Terhadap Torsi Dan Kecepatan Motor Induksi 3 Fasa Menggunakan Metode Elemen Hingga
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Induction motors are components that convert electrical energy into mechanical energy and are very much in demand among industries, with low prices, sturdy construction and easy maintenance making these induction motors used for heavy industrial applications. However, the 3-phase induction motor at this time chooses a low torque and speed so that it affects the efficiency of the induction motor performance, which will decrease. This study examines the effect of unsymmetrical 2-layer 6-phas...
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Kinerja Guru dan Permasalahannya
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 4
(2024)
Teacher performance is one of the determining factors in the success of education and the quality of learning in schools. Although many efforts have been made to improve the quality of teaching, various problems faced by teachers often hinder this achievement. These problems can come from internal factors such as motivation, job satisfaction, and professional skills, as well as external factors such as education policies, school facilities, and social support. This study aims to analyze the fact...
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