Undergraduate Theses
Undergraduate Theses
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Pemodelan Pengaruh Kontak antara Individu terhadap Penularan Penyakit Cacar Monyet (Monkeypox) dengan Adanya Ko-Infeksi Penyakit HIV/AIDS
(Universitas Sumatera Utara, 2024)Monkey pox (monkeypox) is a disease that is transmitted by a virus through monkeys. The monkey pox virus occurs due to direct contact or consuming contaminated monkey meat such as monkeys and other rodents. In this model, ... -
Perbandingan Regresi Lasso dan Principal Component Regression (PCR) dalam Mengatasi Masalah Multikolinearitas
(Universitas Sumatera Utara, 2024)Multicollinearity is a problem that often arises in regression analysis. This condition occurs when the independent variables have a high correlation between each other. If the assumption of the absence of multicollinearity ... -
Kajian Metode Simulasi Monte Carlo
(Universitas Sumatera Utara, 2024)Forecasting is an important technique for projecting future values based on historical data. The Monte Carlo simulation Method is one of the forecasting methods that uses random numbers, specifically through the use of ... -
Penerapan Algoritma Floyd-Warshall dalam Menentukan Rute Terpendek pada Top 10 Wisata Kuliner di Kota Medan
(Universitas Sumatera Utara, 2024)The Floyd-Warshall algorithm is an algorithm that can be used to solve shortest route problems. This algorithm works by comparing every possible route in the graph for each pair of nodes produced. This research examines ... -
Analisis Metode PLS-SEM dengan Modifikasi Model UTAUT2 Pada Penggunaan ChatGPT oleh Mahasiswa Universitas Sumatera Utara
(2024)The rapid advancement of technology in modern times has a great influence in various aspects of life, including the world of education. In November 2022, a chatbot application or ChatGPT was released by an artificial ... -
Kajian Metode Hungarian dalam Optimisasi Masalah Pembagian Tugas
(Universitas Sumatera Utara, 2024)Task division problems can arise in various contexts, such as at work, or on a project. This pro blem usually occurs when there is an imbalance in the distribution of workload, where one party feels burdened or unfair ... -
Penerapan Metode Pewarnaan Graf dengan Algoritma Welch-Powell dalam Penjadwalan Perkuliahan
(Universitas Sumatera Utara, 2024)Arrangement of lecture schedules at the university involves time sharing, lecturer availability, and classroom availability. One algorithm that can be used to make a good schedule without any conflict is the Welch Powell ... -
Perbandingan Metode Defuzzifikasi dalam Sistem Inferensi Fuzzy Metode Mamdani untuk Penentuan Kerentanan Rawan Banjir (Studi Kasus: Kota Medan)
(Universitas Sumatera Utara, 2024)Floods are natural disasters caused by large amounts of water pooling in an area. As a city that continues to develop, Medan faces increasingly complex and increasing flood risks. Therefore, a detailed analysis of Medan ... -
Analisis Statistik Sehubungan dengan Kurang Optimalnya Penghimpunan Zakat di Indonesia Menggunakan Metode Structural Equation Modeling (SEM) (Studi Kasus Wilayah Sumatera Utara)
(Universitas Sumatera Utara, 2024)Zakat is one of the pillars of Islam and an instrument in Islamic economics that has great potential in its utilization. However, the non-optimal collection of zakat needs to be addressed immediately in order to maximize ... -
Analisis Kestabilan Model Penyebaran Penyakit ISPA (Infeksi Saluran Pernapasan Akut) dengan Kriteria Routh-Hurwitz
(Universitas Sumatera Utara, 2024)Stability analysis around the disease equilibrium point needs to be done to determine the development of the disease in the long term. The Routh-Hurwitz criterion can be used to see stability by utilizing the characteristic ... -
Kajian Model Seirs Penyebaran Penyakit Tuberkulosis di Kota Medan
(Universitas Sumatera Utara, 2024)This study aims to analyze the SEIRS (Susceptible-Exposed-Infected-Recovered-Susceptible) model of tuberculosis transmission by adding several assumptions to the rate of individuals transitioning from susceptible to latent ... -
Kajian Metode Vogel’s Approximation (VAM) dalam Optimisasi Masalah Transportasi dengan Variasi Posisi Supply dan Demand
(Universitas Sumatera Utara, 2024)Transportation problems are a special form of linear programming to handle the process of distributing goods from source (supply) to destination by minimizing transportation costs and distances, so strategic planning is ... -
Penerapan Metode Least Absolute Shrinkage and Selection Operator (LASSO) untuk Mengatasi Multikolinearitas pada Data Spasial (Studi Kasus : Tingkat Kemiskinan di Sumatera Utara Tahun 2022)
(Universitas Sumatera Utara, 2024)Spatial data is data that contains the influence of location with variance that is not homogeneous at each location or there is spatial heterogeneity. To overcome spatial heterogeneity, the Geographically Weighed Regression ... -
Analisis Perbandingan Metode Granger Causality VECM, Granger Causality-ARDL dan Toda Yamamoto Causality dalam Memeriksa Hubungan Kausalitas antar Parameter Perekonomian Indonesia
(Universitas Sumatera Utara, 2024)Economic globalization in recent decades has significantly changed the structure and dynamics of national and international economies. These changes can be seen from economic variables such as gross domestic product, ... -
Prakiraan Persediaan Obat pada Puskesmas Glugur Kota dengan Metode Holt Winters dan Fuzzy Time Series Cheng
(Universitas Sumatera Utara, 2024)The process of inventory forecasting is crucial for predicting future needs based on past data. The inventory of Antacid, Clindamycin, and Cetirizine is essential at Glugur City Health Center, necessitating a method to ... -
Algoritma Genetika untuk Penyelesaian Travelling Salesman Problem pada Rute Pendistribusian Barang Sicepat Ekspres
(Universitas Sumatera Utara, 2024)The genetic algorithm is a form of random search that mimics the principles of natural biological evolution to find optimal solutions. The optimal solution search problem to be discussed is how to determine the shortest ... -
Pemodelan Tingkat Kesejahteraan Masyarakat Kabupaten/Kota di Provinsi Sumatera Utara
(Universitas Sumatera Utara, 2024)Welfare is an important benchmark in assessing the success of development in a region. One of the indicators that can be used to assess it is the Human Development Index (HDI). The HDI in a region is influenced by the HDI ... -
Analisis Kepuasan Mahasiswa terhadap Program Studi Independen Bersertifikat Merdeka Belajar Kampus Merdeka dengan Menggunakan Metode Regresi Logistik Ordinal
(Universitas Sumatera Utara, 2024)This research aims to analyze student satisfaction with the MBKM certified independent study program and identify which variables have a significant influence. The variables used are learning materials, learning systems, ... -
Regularisasi Regresi Linier Berganda pada Data Berdimensi Tinggi Untuk Mengatasi Efek Multikolinearitas
(Universitas Sumatera Utara, 2024)Regularization on high-dimensional data is performed to determine whether regularization can address the effects of multicollinearity that arise when conducting multiple linear regression on high-dimensional data. ... -
Pemodelan Geographically Weighted Panel Regression (GWPR) Pada Pengangguran Terbuka di Provinsi Sumatera Utara Periode 2018-2022
(Universitas Sumatera Utara, 2024)When applying regression analysis, it is often influenced by spatial and temporal aspects. This will have an impact on forming a good model. Utilizing a geographically weighted panel regression approach, namely geographically ...
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