Undergraduate Theses
Undergraduate Theses
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Resource Linguistic Generation Bahasa Leukon untuk Pengembangan Mesin Translasi Bahasa Indonesia – Leukon
(Universitas Sumatera Utara, 2024)Leukon, a language spoken by approximately 1,200 individuals on Simeulue Island, Aceh, is critically endangered due to the dominance of other languages and social changes. To preserve this language, the development of ... -
Implementasi Procedural Content Generation dalam Terrain Modelling Game Astro Shooter
(Universitas Sumatera Utara, 2024)The development of game as an interactive entertainment industry continues on rapidly with demands to create gaming experience that is innovative and interesting. One of the main elements that impacts gaming experience is ... -
Pengukuran Lingkar Lengan Atas Menggunakan Citra Digital : Pendekatan Top - Down Methods Panoptic Segmentation dengan Metode Mask R - CNN
(Universitas Sumatera Utara, 2024)Measurement of Upper Arm Circumference (MUAC) is an essential indicator for evaluating nutritional status, especially in children and pregnant women. This study developed a UAC measurement system using digital images based ... -
Analisis Pola Produksi Pangan di Pulau Sumatera Berdasarkan Data Time-Series dengan Model Autoregressive Integrated Moving Average (ARIMA) dan Metode Optimasi Grid Search
(Universitas Sumatera Utara, 2024)Food security is a critical concept defined by FAO as the ability to ensure access to sufficient, safe and nutritious food for every individual. Sumatra Island, which ranks second in Indonesia's Food Security Index in 2022, ... -
Optimasi Multi-Layer Perceptron Neural Network Menggunakan Particle Swarm Optimization dan Genetic Algorithm untuk Memprediksi Ketahanan Pangan di Wilayah Sumatera Utara dalam Mendukung Pembangunan yang Berkelanjutan
(Universitas Sumatera Utara, 2024)According to the Global Food Security Index(GFSI) 2022,Indonesia scored 60.2 ranking 63rd out of 113 countries, below the average of several Asian nations in food security.The main challenges include a malnutrition rate ... -
Implementasi Algoritma Long Short Term Memory (LSTM) dalam Memprediksi Konsumsi Energi Baru Terbarukan
(Universitas Sumatera Utara, 2025)Increased global energy consumption is driving countries around the world to look for alternative energy sources. With the limited availability of fossil fuels, renewable energy is the right solution to address global ... -
Optimasi Deteksi Intrusi Jaringan dengan Metode Long Short-Term Memory dan Random Forest Feature Selection
(Universitas Sumatera Utara, 2024)Network intrusion detection is a crucial aspect of information security aimed at identifying suspicious behavior within network traffic. However, with technological advancements and the increasing need of data, data ... -
Prototipe Sistem Kartu Presensi Karyawan Otomatis dengan Metode RFID Berbasis IoT Tersinkronisasi Telegram
(Universitas Sumatera Utara, 2024)In the era of industrial digitalization, companies are required to keep up with the times by implementing aspects of information and communication technology (ICT) to improve management efficiency and productivity. Employee ... -
Klasifikasi dan Deteksi Penyakit Kulit Menggunakan Metode EfficientNetB7 dan YOLOv8 Berbasis Website
(Universitas Sumatera Utara, 2024)Skin diseases are a common health problem experienced by people in Indonesia, especially in areas with limited access to medical services. Early detection of skin diseases is very important, but it is often difficult to ... -
Peningkatan Akurasi pada Klasifikasi Lesi Kulit Manusia dengan Data Balancing Menggunakan Pendekatan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2024)Skin lesion is a part of the skin with an abnormal appearance or growth, which can be categorized as benign or malignant. Early diagnosis of skin lesions is essential to determine appropriate treatment, but visual ... -
Sistem Pakar Diagnosis Penyakit Sinusitis Menggunakan Metode Fuzzy Tsukamoto
(Universitas Sumatera Utara, 2024)Sinusitis is one of the ENT diseases that is often found in medical practice. Very often people are not aware of the presence of this disease because education about this disease can be a factor in public ignorance of the ... -
Kombinasi Metode Fuzzy C-Means dan Weight Product untuk Rekomendasi Penerima Perpanjangan Beasiswa KSE USU
(Universitas Sumatera Utara, 2024)Scholarships are a very desirable aid for students, providing many benefits both for tuition and accommodation during education. Many parties provide scholarships to help students complete their education. One of them ... -
Implementasi Digital Signature dengan Algoritma Rabin-p dan SHA-256 untuk File PDF pada Aplikasi Android
(Universitas Sumatera Utara, 2024)In the rapidly evolving digital era, the importance of information security and authenticity becomes increasingly evident. One effective approach to address these concerns is through the use of digital signatures. The main ... -
Cryptanalysis Algoritma Kunci Publik Inam-Kanwalzahid-Abid dengan Metode Brute-Force Attack
(Universitas Sumatera Utara, 2024)The Inam-Kanwal-Zahid-Abid public key cryptography system was developed based on polynomials using key length. This research tested brute-force attacks using short key lengths. The method employed in the study aimed to ... -
Lightweight Public Key Cryptography dengan Algoritma Goldwasser-Micali
(Universitas Sumatera Utara, 2024)Electronic devices connected to the Internet of Things (IoT) which consist of devices that are connected to each other and have limited conditions and resources, allow sending data in real time. However, as the number of ... -
Identifikasi Luka Ringan dengan YOLO-CNN pada Citra Digital untuk Manajemen Perawatan Luka
(Universitas Sumatera Utara, 2024)Minor wounds are a common issue in everyday life often overlooked, yet proper management of minor wounds is crucial to prevent more serious complications. This research aims to implement the You Only Look Once (YOLO) ... -
Sistem Pakar Berbasis Web Menggunakan Metode Certainty Factor dan Case-Based Reasoning untuk Diagnosis Sejumlah Varian Penyakit Autoimun
(Universitas Sumatera Utara, 2024)Within the biological realm, all organisms possess an immune system, a defense mechanism that functions as the primary barrier against various pathogens such as viruses, parasites, and bacteria. Autoimmune diseases, ... -
Implementasi Algoritma K-Means dan Algoritma Naïve Bayes untuk Identifikasi Tingkat Risiko Saham pada Sektor Barang Konsumen Primer
(Universitas Sumatera Utara, 2024)Stocks are investment assets that have high risk high gain characteristics, namely assets that offer high returns but also have a high level of risk. Data from the Indonesia Stock Exchange annual report shows that throughout ... -
Pencarian Kambing Qurban Terbaik Berdasarkan Syariat Menggunakan Metode Simple Additive Weighting (SAW) Berbasis IoT (Internet of Things)
(Universitas Sumatera Utara, 2024)Every year, Muslims worldwide celebrate the Qurban ritual, including in Indonesia. One of the eligible animals for Qurban is goats. Sellers establish a decision support system for their goat livestock to choose the best ... -
Gamifikasi Edukasi Persamaan Linear pada Crafting Model di Game "Dungeon Liberation"
(Universitas Sumatera Utara, 2024)Abstract: This research is trying to gamificate an RPG game that gives education in the experience of playing a video game. With games developing, education’s element should also be implemented more in games to increase ...
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