Undergraduate Theses
Undergraduate Theses
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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 ... -
Signcryption Dokumen Gambar Menggunakan Algoritma LLKAKE dan RSA
(Universitas Sumatera Utara, 2024)Digital information is everything that is seen and heard can be digitized, which means that digital information can include music, movies, photos, documents. However, the increasing amount of digital information will always ... -
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 ... -
Seleksi Fitur dengan Menggunakan Metode Information Gain pada Algoritma Logistic Regression pada Penyakit Diabetes
(Universitas Sumatera Utara, 2024)Diabetes is one of the significant global health problems with widespread impacts on individual quality of life and a significant economic burden on healthcare systems. In an effort to improve early diagnosis and ... -
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 ... -
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 ... -
Pengembangan Sistem Pembangkit Cerita Interaktif pada Aplikasi Permainan Horor Psikologis Menggunakan Large Language Model (LLM)
(Universitas Sumatera Utara, 2024)Content development for games is one of the most difficult challenges in building games, especially horror games. This is due to the need to create a truly terrifying experience, which requires a perfect blend of narrative, ... -
Rancang Bangun Sistem Monitoring Aktivitas Kedatangan dan Kepergian pada Ruangan Pusat Data dengan Menggunakan Algoritma Yolo V5 dan Deepsort Berbasis Internet of Things (IoT)
(Universitas Sumatera Utara, 2024)In today's digital era, the data center room has a very important role and must be protected to the maximum, both physically and non-physically. This is because the data center serves as a storage place for information ... -
Pengamanan Database Field-Level Encryption Menggunakan Hybrid Cryptosystem Algoritma Hill Cipher dan Algoritma Rabin P
(Universitas Sumatera Utara, 2024)Data security in databases is crucial to prevent unauthorized parties from viewing, accessing, and manipulating the data. Cryptography algorithms are required to secure the data in the database to make it incomprehensible. ... -
Pengamanan Kartu Tag RFID (Radio Frequency Identification) untuk Peminjaman Buku Perpustakaan
(Universitas Sumatera Utara, 2024)In the current digital era, RFID (Radio Frequency Identification) technology has been widely applied in various automation systems, including book lending systems in libraries. This research aims to develop and implement ... -
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 ... -
Penerapan IoT dalam Sistem Alarm Kebakaran Otomatis dengan Menggunakan Metode Logika Fuzzy
(Universitas Sumatera Utara, 2024)The application of IoT in an automatic fire alarm system using fuzzy logic is the aim of this research. DHT22 temperature sensor, IR fire sensor, smoke sensor (MG-2), 5v water pump, buzzer, breadboard, LED, jumper cables, ... -
One Time Pad (OTP) dengan Mersenne Twister dan Dependent RSA 1 (DRSA-1) dalam Skema Hybrid Cryptosystem
(Universitas Sumatera Utara, 2024)The development of technology is now increasingly rapid and makes the threats to important data and information even higher. Information confidentiality can be maintained in more than one way, one of which is by disguising ... -
Clustering Data Kecelakaan Lalu Lintas di Indonesia Menggunakan Metode K-Medoids
(Universitas Sumatera Utara, 2024)Traffic accidents pose a serious issue in Indonesia. According to data, Indonesia ranks fifth globally in the number of fatalities caused by traffic accidents. Clustering methods are chosen as an approach to identify ... -
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 ...
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