Browsing Undergraduate Theses by Submit Date
Now showing items 1-20 of 866
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Identifikasi Malware pada Android dengan Algoritma KNN dan Principal Component Analysis
(Universitas Sumatera Utara, 2025)Android is the most widely used operating systems for mobile device, making it a main target for malware developers. Malware refers to malicious software designed to compromise user devices, often resulting in data theft, ... -
Klasifikasi Kanker Payudara Berbasis Citra MRI Menggunakan Ektraksi Fitur Convolutional Neural Network (CNN) Berbasis ResNet50
(Universitas Sumatera Utara, 2025)Breast cancer is one of the most prevalent types of cancer and a leading cause of death among women worldwide. Delayed diagnosis remains a major issue due to the limitations of conventional detection methods. One potential ... -
Klasifikasi Citra Tanaman Obat dengan Menggunakan Model ConvNeXt Berbasis CNN
(Universitas Sumatera Utara, 2025)Medicinal plants play a crucial role in traditional medicine in Indonesia due to their natural properties, accessibility, and generational use. One of the most common forms closely related to community life is the family ... -
Optimasi Sistem Parkir Cerdas Menggunakan Esp32-Cam, Ssd Mobilenet V2 dan Easy Ocr
(Universitas Sumatera Utara, 2025)The high number of vehicles in urban areas makes it difficult to find available parking spaces, so drivers often spend time looking for empty slots. This study designs a Smart Parking System that combines Internet of ... -
Peningkatan Kinerja Over-the-Air Firmware Update Berbasis Fog Computing Menggunakan Protokol HTTP dan MQTT
(Universitas Sumatera Utara, 2025)The rapid growth of Internet of Things (IoT) technology has led to billions of interconnected smart devices, making device maintenance—especially firmware updates—a significant challenge. Conventional firmware updates ... -
Implementasi Teknologi Virtual Reality Dalam Simulasi Sederhana Kerajinan Tanah Liat
(Universitas Sumatera Utara, 2025)One type of craft that is often a concern is a container made of clay. Technology continues to develop, pushing traditional information media to switch to VR-based media. Virtual Reality (VR) is a technology that creates ... -
Deteksi Penggunaan Ponsel pada Pengemudi Kendaraan Roda Empat Menggunakan Metode YOLOv8 secara Real-Time
(Universitas Sumatera Utara, 2025)The behavior of using mobile phones while driving is one of the primary sources of distraction among four-wheeled vehicle drivers contributing to an increased risk of traffic accidents. According to the National Highway ... -
Implementasi Market Basket Analysis Untuk Penjualan Hasil Tangkapan Ikan Di Kota Sibolga Berbasis Web Menggunakan Algoritma Fp-Growth
(Universitas Sumatera Utara, 2025)The city f Sibolga has a very large fish income. The fish obtained are usually sold, and this is still done manually (not yet through e-commerce and internet networks). This manual system takes quite a lot of time, because ... -
Deteksi Jenis Penyakit Tanaman Tebu Berdasarkan Citra Daun Menggunakan SSD MobileNet V2
(Universitas Sumatera Utara, 2025)Sugarcane, scientifically known as Saccharum Officinarum Linn, is a plant used as the raw material for sugar production. However, the productivity of sugarcane growth continues to decline, as reflected in the low sugar ... -
Identifikasi Komposisi Tidak Halal pada Makanan Kemasan Korea Menggunakan OCR dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025-07)This study aims to develop a system to assist Muslim consumers in identifying the halal status of food ingredients listed on Korean packaged food products. The problem arises because many imported food products from Korea ... -
Klasifikasi Mutu dan Kematangan Buah Naga Merah melalui Citra Fisik Buah Menggunakan Metode You Only Look Once Versi 11 Secara Real Time
(Universitas Sumatera Utara, 2025)Indonesia is an agricultural country, as its people still rely on the agricultural sector. Red dragon fruit is a superior horticultural commodity in Indonesia with high nutritional content and various health benefits. ... -
Implementasi Augmented Reality pada Permainan Tata Balok untuk Anak Penderita Autism Spectrum Disorder (Asd)
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is a neurological developmental disorder that affects an individual's ability to communicate, socialize, and behave. One common characteristic in children with ASD is a delay in the ... -
Sistem Pelacakan Hewan Peliharaan Berbasis Internet of Things (IoT) dengan Perangkat Global Positioning System (GPS) dan Sensor Tamper
(Universitas Sumatera Utara, 2025)In some cases, pets are often separated from their owners. Having an identification tag on an animal doesn't always guarantee that anyone who finds it will be able to identify its owner. This study aims to develop and ... -
Sistem Chatbot Berbasis Large Language Model (LLM) untuk Materi Pembelajaran di Program Studi Teknologi Informasi dengan Metode Retrieval-Augmented Generation (RAG)
(Universitas Sumatera Utara, 2025)This study aims to develop a chatbot system based on a Large Language Model (LLM) that implements the Retrieval-Augmented Generation (RAG) method as a learning support tool for courses in the Information Technology Study ... -
Implementasi Hand Gesture Recognition Secara Real-Time Menggunakan Algoritma Convolutional Neural Network Untuk Menggerakkan Robot Strandbeest
(Universitas Sumatera Utara, 2025)Technological developments in the field of artificial intelligence and robotics have enabled more natural human-machine interactions, one of which is through hand gesture recognition systems. This study aims to implement ... -
Sistem Pemantauan Pergerakan Pencuri dengan Sensor Gerakan dan Teknologi LoRa
(Universitas Sumatera Utara, 2025)This study aims to develop and implement a thief movement monitoring system using ESP32, LoRa devices and with RCWL-0516 motion sensor detection. The results indicated system successfully generated notification alerts with ... -
Simulasi Eksplorasi Hutan Hujan Tropis Indonesia dalam Virtual Reality Menggunakan Metode Gamifikasi
(Universitas Sumatera Utara, 2025)Indonesia's tropical rainforests are among the most vital and biodiverse ecosystems in the world. However, the high rate of deforestation and the low level of awareness among both the public and government regarding forest ... -
Prediksi Non Performing Loan (NPL) pada Debitur Kredit Pemilikan Rumah (KPR) menggunakan XGBoost
(Universitas Sumatera Utara, 2025)Bank Sumut mortgage debtors often face fluctuations in collectibility status influenced by various economic and personal factors. To overcome this problem, the XGBoost method is used because of its effective ability to ... -
Deteksi Inefisiensi Rujukan pada Fasilitas Kesehatan Tingkat Pertama (FKTP) Menggunakan Algoritma Light Gradient Boosting Machine
(Universitas Sumatera Utara, 2025)The referral system within Indonesia’s National Health Insurance (JKN) program is designed to optimize the role of Primary Healthcare Facilities (FKTP) as the initial gatekeeper of medical services. However, in practice, ... -
Implementasi Mediapipe Face Mesh dan Convolutional Neural Network (CNN) terhadap Pendeteksian Microsleep pada Pengendara Mobil
(Universitas Sumatera Utara, 2025)This study design a real-time microsleep detection system for car drivers. The system is built using MediaPipe Face Mesh and Convolutional Neural Network (CNN) as the main methods. Microsleep, which is a brief loss of ...