Undergraduate Theses
Undergraduate Theses
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Question Answering System untuk Topik Krisis Iklim dengan Model Sentence-BERT
(Universitas Sumatera Utara, 2024)In obtaining information among the many documents with various topics stored on the internet, it is a challenge for users to choose the right information from each search result. This is one of the triggers for users to ... -
Implementasi Metode Convolutional Neural Network (CNN) untuk Mengklasifikasikan Penyakit pada Kelapa Sawit
(Universitas Sumatera Utara, 2024)Oil palm is a production crop that can produce palm oil, which is one of the sources of currency to support oil palm farmers and their families. Therefore, if the oil palm is affected by disease and cannot grow in prime ... -
Pengamanan Instant Messaging dengan Menggunakan Algoritma AES-256 dan RSA CRT
(Universitas Sumatera Utara, 2024)The rise of digital communication through instant messaging applications has created an urgent need for secure systems to protect the confidentiality and integrity of messages from interception and unauthorized access. ... -
Implementasi Algoritma K-D Tree pada Pembuatan 3D Dungeon Generator Menggunakan Metode Prosedural Modeling
(Universitas Sumatera Utara, 2025)The Gaming industry is one of the largest industries in the world that continues to grow. One of the techniques that support this development is Procedural Content Generation (PCG). PCG is often used to create game ... -
Klasifikasi Tanaman Rempah Jenis Rimpang dengan Menggunakan Metode Random Forest pada Android
(Universitas Sumatera Utara, 2025)Indonesia is one of the tropical countries rich in spices, commonly found in daily life, one of which is rhizomes. Rhizomes are a type of spice plant with stems that grow horizontally underground and produce new shoots at ... -
Sistem Deteksi Kendaraan Menggunakan Metode You Only Look Once (YOLO) pada Jalanan Kota Medan
(Universitas Sumatera Utara, 2025)Monitoring traffic conditions is very important with the increasing population, it will affect the number of vehicles in Medan City as an effort to regulate and smooth traffic. Medan City is one of the areas with a fairly ... -
Implementasi Teknik Gamma Correction pada Sistem Penerjemah Bahasa Isyarat
(Universitas Sumatera Utara, 2024)It’s known that approximately 1.3 billion people or 16% of the global population experienced significant disabilities in 2023. Individuals with impaired hearing and speech use sign language as a communication tool. One ... -
Inisialisasi Data Persistence Pada Aplikasi Permainan “NoKidnap” Sebagai Game Progression Menggunakan JSON Data Parsing
(Universitas Sumatera Utara, 2024)Rapid growth of technology has caused video games to become one of the most popular entertainment media for kids. The popularity that video games has can be used to help education by implementing gamification into video ... -
Hybrid Cryptosystem dengan Martino Homomorphic Encryption dan Generalization of The ElGamal
(Universitas Sumatera Utara, 2024)Digital data security has become a significant challenge in the ever-evolving digital era. Asymmetric cryptographic systems, such as the Generalization of the ElGamal, excel in providing high security due to the difficulty ... -
Klasifikasi Penyakit Ginjal Menggunakan Convolutional Neural Network
(Universitas Sumatera Utara, 2025)The kidney is an organ located at the bottom of the back rib cage. Kidney is a very important organ in the body's metabolic system. Kidney disease is associated with a risk of cardiovascular disease, which has a high ... -
Klasifikasi Tulisan Tangan Aksara Batak dengan Metode Hybrid CNN-SVM Berbasis Website
(Universitas Sumatera Utara, 2025)Batak script is one of Indonesia's cultural heritages originating from North Sumatra which is now endangered due to the lack of use and understanding of this script. This is also influenced by its use in ancient times only ... -
Perbandingan Arsitektur Vgg16 dan ResNet50 dalam Klasifikasi Jenis Ulos Batak Toba
(Universitas Sumatera Utara, 2025)Ulos is a traditioal cloth typical of the Toba ethnic Batak tribe that is often used during various traditional ceremonies. Ulos has various types, each with different functions in its use. The motifs on each ulos also ... -
Sistem Klasifikasi dan Pemilihan Kambing Layak Qurban dengan Naïve Bayes dan Evaluation Based on Distance from Average Solution (EDAS)
(Universitas Sumatera Utara, 2025)Goats are among the livestock commonly chosen for Qurban due to their more affordable price compared to cows. Selecting goats that meet the requirements for Qurban is a crucial aspect of performing the sacrificial ritual ... -
Analisis Perbandingan Algoritma Random Forest dan Support Vector Machine untuk Klasifikasi Hasil Pertandingan Tim Sepak Bola Liga Utama Inggris Musim 2022/2023
(Universitas Sumatera Utara, 2025)Football is not only about the passes and shots that must be taken into account in the course of a game, but also about the composition and strategy that each team must have in order to maximize each game and win. Therefore, ... -
Analisis Prevalensi Stunting Berdasarkan Indeks Khusus Penanganan Stunting di Indonesia Menggunakan Hierarchical Density-based Spatial Clustering of Applications With Noise (HDBSCAN)
(Universitas Sumatera Utara, 2025)Stunting is a serious health problem that can affect children's physical growth and cognitive development. This study aims to classify districts/cities in Indonesia based on stunting indicators using the HDBSCAN algorithm. ... -
Perbandingan Algoritma XGBoost dan LSTM untuk Prediksi Ketersediaan Kas Atm Bank Sumut Berbasis Website Geospasial
(Universitas Sumatera Utara, 2024)This study compares the performance of the XGBoost and Long Short-Term Memory (LSTM) algorithms in predicting ATM cash availability at Bank Sumut. The predictions are based on historical transaction data processed using ... -
Simulasi Pakan Ternak Otomatis Menggunakan IoT dengan Metode 3-Way Handshake
(Universitas Sumatera Utara, 2024)Livestock farming plays an integral role in meeting humans' animal protein needs. Providing optimal animal feed is the main key in achieving maximum animal welfare and livestock productivity. Unfortunately, conventional ... -
Implementasi Algoritma Convolutional Neural Network (CNN) dalam Klasifikasi Jenis Serangga Hama pada Gudang Beras Menggunakan Model MobilenetV3-Large Berbasis Website
(Universitas Sumatera Utara, 2025)Pest insects pose a significant challenge in rice storage warehouses, leading to a decrease in both the quality and quantity of rice during storage. The traditional manual identification of pest insects is often inefficient, ... -
Sistem Pengenalan Chord Musik Otomatis dengan Algoritma Hidden Markov Model dan Pitch Contour Extraction
(Universitas Sumatera Utara, 2024)Music is a form of art that is created through a series of sounds that are put together so as to create a tonal accompaniment that can be understood by humans. Music is an art that involves the arrangement of sounds related ... -
Analisis Korelasi Luas Panen dengan Membandingkan Algoritma Linear Regression dan Random Forest untuk Prediksi Produksi Tanaman Pangan di Pulau Kalimantan
(Universitas Sumatera Utara, 2025)Food security remains a crucial issue in development, both globally and nationally. According to data from the annual report of the Directorate General of Food Crops, food production in Kalimantan has shown a declining ...
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