Browsing Undergraduate Theses by Issue Date
Now showing items 1-20 of 1273
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Integrasi Metode CURE dan SHAP dalam Pemetaan Analisis Faktor Risiko Stunting di Kota Medan
(Universitas Sumatera Utara, 2026)Stunting is a chronic nutritional problem that remains a major challenge in public health development in Indonesia, including in Medan City, as it directly affects the quality of human resources in the long term. This ... -
Implementasi Algoritma XGBoost untuk Klasifikasi Stunting pada Anak di Kota Medan
(Universitas Sumatera Utara, 2026)Machine learning (ML) does not rely on explicitly written programming instructions. In the healthcare sector, ML is widely used for classification tasks, including the classification of stunting risk in children. This study ... -
Sistem Pendeteksi Spam Pesan Singkat Bahasa Indonesia Menggunakan IndoBERT dan Multi-Graph Convolutional Network
(Universitas Sumatera Utara, 2026)Short Message Service (SMS) in Indonesia remains a primary medium for disseminating unwanted spam content, ranging from aggressive commercial advertisements to harmful financial fraud attempts that pose significant risks ... -
Prediksi Arah Tendangan Penalti Berbasis Estimasi Pose dan Run Up Sequence Penendang Menggunakan Algoritma Long Short Term Memory (LSTM) dan 1D Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2026)Penalty kicks are decisive moments that can determine football match outcomes. For goalkeepers, the ability to read kick direction before the ball is struck provides an invaluable advantage. This research develops a penalty ... -
Pengenalan Ekspresi Wajah dengan ResNeXt
(Universitas Sumatera Utara, 2026)Facial expressions are movements or positions in human facial muscles that are one way humans convey their emotional states. Facial expression recognition is one of the important fields in computer vision because automatic ... -
Optimasi Sistem Pencarian Karya Ilmiah dari Repositori Institusi USU Berbasis Large Language Model (LLM) dengan Retrieval-Augmented Generation (RAG)
(Universitas Sumatera Utara, 2026)The Institutional Repository of Universitas Sumatera Utara (USU) currently uses a keyword-based search system that has limitations in understanding semantic context and variations of natural language queries, which often ... -
Implementasi Metode IndoBERT Untuk Analisis Emosi Pada Ulasan Pengguna Aplikasi M-Paspor
(Universitas Sumatera Utara, 2026)The M-Paspor application serves as an essential digital platform for managing passport services online, making user reviews on the Google Play Store a valuable source for understanding public experiences with the system. ... -
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 ...