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Menampilkan 11–20 dari 83 artikel
Classification of Imbalanced Data Using Random Forest Algorithm with SMOTE and SMOTE-ENN (Case Study on Stunting Data
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
The random forest algorithm is one of the widely used machine learning classification methods because it has the advantage of reducing the risk of overfitting while improving general prediction performance. However, for data with unbalanced classes, this algorithm lacks to achieve its best performance, particularly in predicting data in the minority class. As a result, this article proposes two resampling approaches to balance the data: the Synthetic Minority Oversampling Technique (SMOTE) and t...
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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 4
, No 2
(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 Relationship between Service Quality and Participant Satisfaction Level in Adolescent Reproductive Health Socialization Activities Conducted by PIK-R in Surakarta
Jurnal Kesehatan
Vol 18
, No 1
(2025)
Pendahuluan: Upaya yang dilakukan pemerintah dalam menangani masalah kesehatan pada remaja yaitu melalui sosialisasi Program PIK-R (Pusat Informasi Konseling Remaja). Salah satu faktor yang mempengaruhi remaja untuk mengikuti kegiatan sosialisasi kesehatan adalah mutu pelayanan dan kepuasan terhadap pelayanan. Untuk itu penelitian ini bertujuan untuk menganalisis hubungan mutu pelayanan dengan tingkat kepuasan peserta kegiatan sosialisasi PIK-R di Kota Surakarta. Metode: Jenis penelitian ini ada...
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The Influence Of Mathematical Concept Understanding Ability, Mathematical Reasoning Ability And Problem Solving Ability On Students' Computational Thinking Ability
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
This research examines how conceptual comprehension, mathematical reasoning, and problem solving affect computational thinking. 122 students from class XI SMA Negeri 1 Pematang Siantar were given essay assessments on conceptual comprehension, mathematical reasoning, problem solving, and computational thinking. AMOS version 21 was used to analyze the test using Structural Equation Modeling (SEM). This study found that conceptual understanding, mathematical reasoning, and problem solving have a po...
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PENGARUH PELATIHAN TENTANG PENGISIAN KARTU SKOR POEDJI ROCHJATI TERHADAP KETRAMPILAN KADER DALAM DETEKSI DINI KEHAMILAN BERISIKO
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 16
, No 1
(2025)
Kasus kehamilan berisiko tinggi kerap ditemukan di masyarakat, sehinga peran aktif masyarakat, khususnya para kader, sangat penting dalam mendeteksi ibu hamil yang berisiko. Namun agar kader bias melaksanakan tugas ini dengan baik, mereka perlu mendapatkan pelatihan yang bertujuan untuk meningkatkan pengetahuan serta menurunkan angka kematian ibu dan bayi. Penelitian ini merupakan jenis penelitian eksperimental dengan desain pre-eksperimental menggunakan rancanagn one group pre-test-postest. Tek...
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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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Hubungan Peran Suami Dan Lingkungan Terhadap Pemberian Imunisasi Rotavirus Pada Bayi/Balita Usia 6-24 Bulan Di Puskesmas Karang Mulya Kabupaten Bekasi Tahun 2023
Jurnal Bina Cipta Husda: Jurnal Kesehatan dan Science
Vol 21
, No 1
(2025)
Diare merupakan masalah kesehatan global yang tinggi, khususnya pada balita di Indonesia. Prevalensi diare pada balita sebesar 9,8% dan merupakan penyumbang kematian terbesar kedua setelah pneumonia. Suami mempunyai peranan penting dalam mendukung keputusan pemberian imunisasi rotavirus, faktor lingkungan juga mempengaruhi keputusan tersebut. Untuk mengetahui hubungan peran suami dan lingkungan dalam pemberian imunisasi rotavirus pada bayi/balita usia 6-24 bulan di Puskesmas Karang Mulya Kabupat...
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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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Advancements and Challenges in Additive Manufacturing: Future Directions and Implications for Sustainable Engineering
Mohammed, Raffi
; Shaik, Abdul Saddique
; Mohammed, Subhani
; Bunga, Kiran Kumar
; Aggala, Chiranjeevi
; Babu, Bairysetti Prasad
; Badruddin, Irfan Anjum
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 1
(2025)
This study explores the recent advancements in additive manufacturing (AM) and its significant effects on various industries such as aerospace, automotive, medical, and casting. The research investigates how AM has the potential to enhance design flexibility, reduce weight, and optimize material performance through developments like adaptive algorithms, topology-based process planning, and multi-objective optimization techniques. These advancements have resulted in near-net-shape casting, improv...
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