Undergraduate Theses
Undergraduate Theses
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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 ... -
Pengembangan dan Optimisasi Sistem Online Multiplayer pada Aplikasi Permainan dengan Genre Top-Down Shooter
(Universitas Sumatera Utara, 2025)The video game industry is thriving and rapidly expanding in this day and age, especially the mobile games industry. However, a video game must compete with many applications vying for user’s interests. This research aims ... -
Signcryption dengan Algoritma AA-Beta (AAβ) Public Key Encryption Menggunakan Skema Lalem – Louid – Kara – Alkhalidi – Eleyean (LLKAKE)
(Universitas Sumatera Utara, 2025)In the digital era, message exchange security faces significant challenges due to risks of hacking, eavesdropping, and modification by unauthorized parties. To address this issue, cryptography plays an important role ... -
Teknik Pembentukan Data Sintesis untuk Peningkatan Dataset Larva Nyamuk
(Universitas Sumatera Utara, 2025)There are serious challenges regarding the spread of mosquito-borne diseases, such as dengue fever and malaria. Image classification of mosquito larvae can assist the public in better identifying mosquito larvae species, ... -
Deteksi dan Klasifikasi Larva Nyamuk Menggunakan Arsitektur YOLOv8 dan MobileNetV3
(Universitas Sumatera Utara, 2025)Real-time detection and classification of mosquito larvae on mobile devices still face numerous challenges in terms of accuracy and efficiency. There are some limitations in manual identification, thus it is necessary ... -
Signcryption Cryptosystem Scheme dengan Algoritma XRSA Public Key Encryption dan Nagaty Digital Signature
(Universitas Sumatera Utara, 2025)Information security is a crucial issue in the digital era, especially in the transmission and storage of sensitive data. This research implements a signcryption scheme with a sign-then-encrypt approach to ensure ... -
Kriptanalisis Algoritma Public Key Paillier Sheme 3 Menggunakan Algoritma Kraitchik
(Universitas Sumatera Utara, 2025)The Paillier Scheme 3 algorithm is a variant of public key encryption with additive homomorphic properties, designed for efficient decryption. Despite its complex mathematical foundation, this algorithm still requires ... -
Implementasi Algoritma Priority Scheduling dalam Sistem Golinus untuk Meningkatkan Kualitas Layanan Bus Linus Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)This study aims to implement the Priority Scheduling algorithm in the Linus Bus transportation system of the University of North Sumatra to improve the efficiency of waiting time and bus fleet management. The research ...
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