Undergraduate Theses
Undergraduate Theses
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Keamanan Qr Code Menggunakan Hybrid Cryptosystem Algoritma Rc4 dan Rabin P
(Universitas Sumatera Utara, 2025)QR Code is one of the technologies that has been widely implemented across various fields as a medium for storing and exchanging information quickly and accurately. However, QR Code also has security vulnerabilities due ... -
Penerapan Metode Entropy –Vikor Pada Sistem YPI Ash-Shohabiyah Dalam Penentuan Bantuan Beasiswa
(Universitas Sumatera Utara, 2025)Scholarship provision is one of the efforts made by various institutions or foundations to help students who excel academically but face economic constraints or limitations. However, the selection process is often ... -
Klasifikasi Larva Nyamuk Aedes Menggunakan Convolutional Neural Network – Long Short Term Memory
(Universitas Sumatera Utara, 2025)The spread of diseases transmitted by Aedes mosquitoes, such as dengue fever (DBD), chikungunya, and Zika, is a significant global health issue, especially in Indonesia. One of the key steps in controlling these diseases ... -
Sistem Pakar dalam Diagnosis Penyakit Cacar Monyet Menggunakan Metode Dempster Shafer Berbasis Web
(Universitas Sumatera Utara, 2025)Monkeypox is a zoonotic disease caused by the monkeypox virus and can be transmitted from animals to humans as well as between humans. Its global spread since 2022, including in non-endemic regions such as Europe and ... -
Penentuan Status Gizi Wanita Umur Subur (WUS) pada Gambar 2D Berdasarkan Pengukuran LILA dengan YOLOv10 dan SAM
(Universitas Sumatera Utara, 2025)The measurement of Mid-Upper Arm Circumference (MUAC) is crucial in determining nutritional status, but manual methods often have limitations such as subjectivity and variations in results. This research proposes a computer ... -
Generasi Caption dan Ekstraksi Keyword untuk Gambar dengan Fine-Tuning Vision Transformer dan GPT-2 serta Fitur Konversi Audio untuk Peningkatan Aksesibilitas
(Universitas Sumatera Utara, 2025)The increasing volume and variety of images, often lacking accompanying information or descriptions, pose a new challenge in image processing. This research develops an image captioning system using Transformer models, ... -
Sistem Peringatan Dini Banjir Rob Secara Real-Time Menggunakan Algoritma You Only Look Once Berbasis Internet of Things
(Universitas Sumatera Utara, 2025)Tidal flooding is a serious threat to coastal areas, potentially causing infrastructure damage, property loss, and health disturbances. This study aims to develop an early warning system for tidal flooding based on the ... -
Implementasi Model Transfer Learning Menggunakan Vgg16 untuk Mendeteksi Penyakit Kulit pada Hewan Peliharaan
(Universitas Sumatera Utara, 2025)Skin diseases are among the most common health issues affecting pets, particularly cats, and are often difficult to identify visually without medical examination. This study aims to implement an image classification model ... -
Implementasi Sistem Rekomendasi Laptop Berdasarkan Kebutuhan Pengguna Menggunakan Natural Language Processing (NLP) dan Multi Layer Perceptron (MLP)
(Universitas Sumatera Utara, 2025)Selecting a laptop that aligns with the user's needs can be challenging due to the wide variety of available specifications and price ranges. This research aims to develop a laptop recommendation system based on user needs ... -
Analisis Perbandingan Kinerja Algoritma Gaussian Process Classifier (GPC) dan Xgboost untuk Klasifikasi Hasil Pertandingan Mobile Legend World Championship 6
(Universitas Sumatera Utara, 2025)The Mobile Legends: Bang Bang M6 tournament showcases a high level of competition with complex gameplay dynamics and professional player performances. This study aims to analyze match data from the M6 tournament to ... -
Kombinasi Metode Smarter dengan Algoritma A* dalam Pemilihan Sekolah Menengah Atas Swasta di Kota Medan
(Universitas Sumatera Utara, 2025)High school marks the initial step for students who wish to pursue higher education at the undergraduate level. The selection of a high school should be done carefully to ensure a good match between the school's criteria ... -
Klasifikasi Area Terdampak Banjir Rob Menggunakan Model Vision Transformer (ViT) Berbasis Deep Learning
(Universitas Sumatera Utara, 2025)This research focuses on the development of a classification system for tidal flood- affected areas using the Vision Transformer (ViT) model based on deep learning. Tidal floods are natural disasters that frequently occur ... -
Penggunaan Capsule Network dalam Pengelompokan Plastik Berdasarkan Resin Identification Code
(Universitas Sumatera Utara, 2025)Plastic is one of the most widely used materials in the world due to its technically advantageous properties and low cost. According to an analysis conducted by the organization Plastics Europe in 2022, global plastic ... -
Sistem Kehadiran Mahasiswa Berbasis Pengenalan Wajah dan Verifikasi Lokasi Menggunakan Euclidean Distance dan Haversine
(Universitas Sumatera Utara, 2025)The traditional attendance system using manual signatures is still widely used in various educational institutions, including the Computer Science Department at Universitas Sumatera Utara. However, this method has drawbacks ... -
Kriptanalisis Algoritma Rabin-Ӡ dengan Algoritma Brute Force, Pollard’s Rho, dan Fermat’s Difference of Squares
(Universitas Sumatera Utara, 2025)Data security has become a primary concern in protecting information from Cryptanalysis attacks. This research evaluates the resilience of the Rabin-Ӡ algorithm against three factorization algorithms: Brute Force, Pollard’s ... -
Analisis Emosi Multi-Label pada Teks Bahasa Indonesia dengan Implementasi Fine-Tuning BERT
(Universitas Sumatera Utara, 2025)In many cases, a single text often contains more than one emotion simultaneously, such as in movie reviews that may express both “joy” and “sadness” at once. To capture this emotional complexity, a multi-label classification ... -
Transformasi Data Multi-Sensor dan Kompresi Data Gambar Air Pasang pada Banjir Rob Berbasis Internet of Things Menggunakan Algoritma Discrete Cosine Transform
(Universitas Sumatera Utara, 2025)Coastal flooding (rob flood) is a frequent disaster in coastal areas caused by high tidal waves and strong winds, impacting infrastructure and communities. To enhance monitoring and mitigation, this study develops a ... -
Pengembangan Tools Efek Ledakan 3D pada Platform Unity
(Universitas Sumatera Utara, 2025)Game development in Unity requires research tools aimed at increasing productivity in development. This tool is designed to create explosions that are frequently used in games by giving developers a high degree of flexibility ... -
Implementasi Model Convolutional Neural Network (CNN) dan Resnet-50 dalam Identifikasi Captcha Teks Terdistorsi
(Universitas Sumatera Utara, 2025)Text-based CAPTCHA is a commonly used security system to distinguish between human users and bots by displaying distorted text. This study explores the recognition of distorted text CAPTCHAs using deep learning approaches, ... -
Prediksi Nilai Dissolved Oxygen (DO) dalam Lingkup Aquascape dengan Metode Long Short-Term Memory (LSTM)
(Universitas Sumatera Utara, 2025)Dissolved Oxygen (DO) is a essential parameter in the aquascape ecosystem that affects the health of aquatic biota. Changes in dissolved oxygen levels are influenced by various factors such as pH, total dissolved solids ...
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