Browsing Undergraduate Theses by Issue Date
Now showing items 1-20 of 1171
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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 ... -
Pengembangan Dataset Berbahasa Indonesia untuk Automated Essay Scoring (AES) dengan Fitur Feedback melalui Implementasi Teknik Fine-Tuning BERT pada Platform Website
(Universitas Sumatera Utara, 2025)Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that facilitates how computers can interact with humans using language that we understand, either in text or voice. One of the applications of ... -
Implementasi Clustering Using Representatives (CURE) dalam Pengelompokan Status Malnutrisi pada Lansia
(Universitas Sumatera Utara, 2025)Malnutrition is a serious problem that often occurs in the elderly, which can cause negative impacts in health, social and care aspects. The elderly are vulnerable to malnutrition due to physiological decline, limited ... -
Penerapan Convolutional Neural Network dalam Deteksi Autism Spectrum Disorder pada Anak Melalui Identifikasi Tulisan Tangan
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is defined by difficulties in communication, social interactions, and behavioral patterns. Children with ASD often face difficulties in fine motor activities, including handwriting, which ... -
Perbandingan Kinerja Algoritma Ridge dan LASSO Regression dalam Prediksi Persentase Lemak Tubuh
(Universitas Sumatera Utara, 2025)Body Fat Percentage (BFP) is an accurate measurement for diagnosing obesity, the main factor causing obesity is an energy imbalance between calorie expenditure and intake. People who are obese are more likely to ... -
Optimalisasi Prediksi Harga Beras di Provinsi Sumatera Utara Menggunakan Model Hybrid SARIMA-LSTM
(Universitas Sumatera Utara, 2025)Rice is a staple food for the people of Indonesia, making it crucial to maintain price stability and availability. A rise in rice prices can have adverse effects as it contributes to increased inflation. Therefore, rice ... -
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 ... -
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, ... -
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. ... -
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 ... -
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 ... -
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 ... -
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 ... -
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 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 ... -
Implementasi Model Machine Learning Algoritma Regresi Linier dan Regresi Logistik pada Prediksi Hasil Pertandingan Sepak Bola Liga 1 Indonesia 2024/2025
(Universitas Sumatera Utara, 2025)Football is the most popular sport globally, including in Indonesia. Liga 1 Indonesia, as the country’s top-tier football competition, garners the attention of millions of fans and industry stakeholders. However, ... -
Perbandingan Algoritma Brute Force Dan Kraitchik Dalam Kriptanalisis Algoritma Kunci Publik Enhanced AAβ
(Universitas Sumatera Utara, 2025)This study examines the comparison between the Brute Force and Kraitchik algorithms in the cryptanalysis of the Enhanced AAβ public key algorithm, implemented and tested on Android devices using the Dart programming language ... -
Pembuatan Sistem untuk Pengumpulan Dataset dan Inferensi Bahasa Isyarat Indonesia (BISINDO) Berbasis Computer vision pada Aplikasi Video call ElCue
(Universitas Sumatera Utara, 2025)Computer vision-based sign language recognition plays a crucial role in improving communication accessibility for the Deaf community. This study develops a system that automates the collection of the Indonesian Sign Language ...