Undergraduate Theses
Undergraduate Theses
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Deteksi Orang Tenggelam Di Kolam Renang Umum Secara Realtime Menggunakan Metode Ssd Mobilenet V2
(Universitas Sumatera Utara, 2025)Swimming is now an activity or sport that is in great demand by many people ranging from children to adults.Swimming is an active and healthy activity, but few people pay attention to safety when participating in these ... -
Identifikasi Serangan Injeksi pada Website Berdasarkan Data Log Menggunakan Algoritma Support Vector Machine
(Universitas Sumatera Utara, 2025)Injection attacks on websites, such as SQL Injection (SQLi) and Cross-Site Scripting (XSS), are dangerous threats to website application security. These attacks exploit vulnerabilities in website applications to inject ... -
Implementasi YOLOv11 untuk Deteksi Jenis Penyakit pada Udang secara Real-Time Berbasis Android
(Universitas Sumatera Utara, 2025)Shrimp is one of the important commodities in the fisheries subsector that contributes greatly to the growth of Indonesia's national marine economy. Based on a report from Indonesian Director General of Marine and Fisheries ... -
Klasifikasi Pesan Spam Menggunakan Algoritma Recurrent Neural Network (RNN)
(Universitas Sumatera Utara, 2025)The increasing use of communication medias in Indonesia is fertile ground for spammers to send their messages. These messages are usually done for promotional activities and dissemination of public information for the ... -
Klasifikasi Citra Seni Digital Berbasis Kecerdasan Buatan Generatif Dengan EfficientNet-B3
(Universitas Sumatera Utara, 2025)The rapid advancement of generative AI technologies has posed new challenges in the field of visual arts, particularly in distinguishing between human-made and AI-generated artworks. This study aims to develop an automatic ... -
Pengembangan Game Edukasi Visual Novel Berbasis Storytelling Digital sebagai Media Pencegahan Bullying
(Universitas Sumatera Utara, 2025)Bullying is a common issue that frequently occurs in school environments and has a negative impact on students’ mental and social development. This study aims to develop an educational learning medium in the form of a ... -
Penerapan Style Transfer pada Objek Video dengan Menggunakan Kombinasi Stable Diffusion dan Controlnet Serta Low-Rank Adaptation
(Universitas Sumatera Utara, 2025)With the advancement of technology, there has been a significant transformation in human creative processes, particularly in the fields of art and design. Various software and hardware tools are now available to support ... -
Implementasi Natural Language Understanding pada Sistem Chatbot Tahapan Audit K3 menggunakan Algoritma Long Short-Term Memory (Lstm)
(Universitas Sumatera Utara, 2025)Health, Safety and Enviroment (HSE) has known become more prominent in companies with the primary goal of protecting all workers from accidents and minimizing losses in both property and financial aspects caused in their ... -
Implementasi Algoritma FP-Growth dan Random Forest pada Sistem Pendeteksian URL Terindikasi Phishing
(Universitas Sumatera Utara, 2025)Phishing is a form of cyberattack that relies on fake URLs to lure users into sharing personal information or confidential credentials. This study aims to design a phishing URL detection system utilizing the Random Forest ... -
Implementasi SSD Mobilenet V3 Untuk Deteksi Tingkat Kepuasan Pasien di Klinik Berdasarkan Ekspresi Wajah Secara Real-Time
(Universitas Sumatera Utara, 2025)Patient satisfaction is one of the key indicators in assessing the quality of services in healthcare facilities, including clinics. Satisfaction can be measured through both verbal and non-verbal approaches. Verbal ... -
Implementasi Model Random Forest dan Whale Optimization Algorithm untuk Prediksi Hasil Panen Padi
(Universitas Sumatera Utara, 2025)Accurate prediction of rice crop yield is crucial for supporting food security, especially in rice-producing regions like Serdang Bedagai Regency, North Sumatra. Rice crop yields are influenced by various factors, including ... -
Sistem Deteksi Orang Merokok Menggunakan YOLO11 dengan Pemberitahuan Otomatis Via Telegram
(Universitas Sumatera Utara, 2025)Indonesia ranks fourth globally in terms of the highest number of smokers as of 2025. Exposure to cigarette smoke poses health risks not only to active smokers but also adversely affects passive smokers due to the toxic ... -
Deteksi Real-Time Citra Sampah Menggunakan YOLOv11 untuk Mendukung Sistem Pemilahan Sampah Otomatis
(Universitas Sumatera Utara, 2025)The large volume of unmanaged waste in Indonesia poses a significant challenge that requires innovative solutions, particularly in the area of automated waste classification and detection. This study aims to develop an ... -
Implementasi Metode YOLOv10 dan EasyOCR untuk Rekognisi Plat dan Identifikasi Sepeda Motor yang Bergerak
(Universitas Sumatera Utara, 2025)The advancement of image recognition and computer vision technology has enabled the development of more intelligent and efficient traffic monitoring systems. One of the main issues in Indonesia is the limitation of the ... -
Klasifikasi Tingkat Korosifitas Produk Minyak Bumi pada Tembaga Berdasarkan ASTM D-130 Menggunakan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2025)The determination of petroleum product corrosiveness based on the ASTM D-130 standard is traditionally carried out through visual observation of the color change on copper strips after immersion in the sample. However, ... -
Penentuan Lesi Emfisema Paru Menggunakan Metode Mask Region Convolutional Neural Network (Mask R-CNN) Berdasarkan Citra X-Ray
(Universitas Sumatera Utara, 2025)Emphysema, as a form of Chronic Obstructive Pulmonary Disease (COPD), is characterized by damage to the alveoli that leads to breathing difficulties and a reduced quality of life. Conventional diagnosis using X-ray ... -
Integrasi CodeBERT untuk Peningkatan Keamanan dalam CI/CD Pipeline pada Proses Deployment Aplikasi ke Cloud
(Universitas Sumatera Utara, 2025)The digital transformation and widespread adoption of cloud computing have driven the use of Continuous Integration/Continuous Deployment (CI/CD) methods in modern application development. However, conventional CI/CD ... -
Integrasi Graph-Based Retrieval Augmented Generation (GraphRAG) pada Large Language Model (LLM) dalam Pengembangan Chatbot Biomedis Multimodal
(Universitas Sumatera Utara, 2025)The availability of massive and multimodal biomedical data such as electronic health records, laboratory results, and prescriptions poses significant challenges in fast and accurate information extraction. This study aims ... -
Chatbot Interaktif Program Studi Teknologi Informasi dengan Metode Named Entity Recognition dan Long Short-Term Memory
(Universitas Sumatera Utara, 2025)The delivery of important information to students about the study program is sent through WhatsApp groups such as schedules and circulars that are often unreadable or stacked because of the large number of incoming messages ... -
Prediksi Trend Harga Saham Perusahaan Tambang Emas dengan Net Foreign Flow menggunakan Algoritma Extreme Learning Machine (ELM) dengan Particle Swarm Optimization (PSO) Berbasis Aplikasi Mobile
(Universitas Sumatera Utara, 2025)This study discusses the development of a stock price movement prediction system for gold mining companies based on a mobile application by utilizing the Extreme Learning Machine (ELM) algorithm optimized using Particle ...
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