Undergraduate Theses
Undergraduate Theses
Recently added
Now showing items 21-40 of 1235
-
Analisis Performansi Quality of Service Jaringan Pada Software-Defined Network Dengan Ryu Controller dan Floodlight Controller
(Universitas Sumtera Utara, 2025)The use of internet network services by internet users to carry out various online activities is currently increasing. This causes a decrease in speed due to decreased performance due to the density of data packets on ... -
Otomatisasi Penilaian Aset pada Transaksi Pegadaian Menggunakan Machine Learning
(Universitas Sumatera Utara, 2024)Asset valuation is often subjective and can vary between appraisers, leading to uncertainty in determining an accurate value. The high volatility of certain asset types further complicates the effort to establish a stable ... -
Penerapan Deep Learning untuk Klasifikasi Penyakit Katup Jantung pada Video Ekokardiografi Doppler
(Universitas Sumatera Utara, 2025)Valvular heart diseases, such as mitral regurgitation (the backflow of blood from the ventricle into the left atrium) and mitral stenosis (narrowing of the valve that impedes blood flow), can disrupt the hemodynamic function ... -
Identifikasi Jenis dan Menghitung Jumlah Roti Memanfaatkan Citra dengan Menggunakan Faster R-CNN
(Universitas Sumatera Utara, 2025)The advancement of technology in the era of Industry 4.0 digitalization has driven various sectors to increasingly adopt artificial intelligence, including the food industry such as bakery products. This research seeks to ... -
Kombinasi Algoritma Advanced Encryption Standard (AES) Dan Shamir’s Secret Sharing (SSS) Pada Keamanan File Microsoft Word
(Universitas Sumatera Utara, 2025)Security vulnerabilities in DOC-format documents remain a significant concern, particularly due to the reliance on single-password protection in several versions of Microsoft Word, which exposes documents to key leakage ... -
Analisis Dan Implementasi Algoritma Random Number Generator Pada Game Brick Breaker
(Universitas Sumatera Utara, 2025)Brick breaker game is a game where the player is required to destroy block-shaped oject called bricks by bouncing a ball using paddle that controlled by the player. The Brick breaker game in this research was developed by ... -
Sistem Pencarian Dokumen Bahasa Indonesia Berbasis Konten Visual dan OCR Menggunakan Pendekatan Deep Learning
(Universitas Sumatera Utara, 2025)The development of digital technology has led to the accumulation of a large number of documents, especially in the form of images or scans, which makes it difficult to search using traditional keyword-based methods. This ... -
Prototipe Robot Pengangkut Hasil Panen dengan Navigasi Otomatis menggunakan Line Follower dan Algoritma Dijkstra pada Simulasi Jalur Tanaman Alpukat
(Universitas Sumatera Utara, 2025)This research is motivated by the declining number of agricultural workers, particularly during harvest seasons, as well as the high workload faced by farmers due to the continued use of manual methods in the transportation ... -
Klasifikasi Kain (Uis) Suku Karo Menggunakan Algoritma MobileNetV2 Berbasis Website
(Universitas Sumatera Utara, 2025)Karo cloth (Uis) is a high-value cultural heritage whose type identification is still often done manually, making it prone to errors and risking hampering preservation efforts. This research aims to design and build a ... -
Hybrid Cryptosystem Algoritma Twofish dan Multi-Power RSA pada Pesan Email
(Universitas Sumatera Utara, 2025)Email is a critical communication medium that is vulnerable to privacy and security data breaches. Sensitive information exchange requires a more secure communication medium than conventional email service providers, with ... -
Deteksi Masalah Kulit Wajah dan Rekomendasi Produk Berdasarkan Kandungan Perawatan menggunakan Vision Transformer
(Universitas Sumatera Utara, 2025)Facial skin health plays a crucial role in supporting an individual’s self-confidence and quality of life. Various facial skin problems such as acne, blackheads, wrinkles, and hyperpigmentation are often difficult to detect ... -
Implementasi Fine-Tuning BERT untuk Intent Classification dan Integrasi Retrieval-Augmented Generation (RAG) pada Chatbot Layanan Akademik di Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Providing fast, accurate, and efficient academic information remains a major challenge for educational institutions, including Universitas Sumatera Utara (USU). Although USU has developed several information platforms, ... -
Spelling Correction untuk Non-Word Errors Bahasa Batak Toba menggunakan Metode Peter Norvig
(Universitas Sumatera Utara, 2025)The use of Batak Toba language in digital communication often faces challenges, especially in typing and spelling accuracy. One of the most common issues is non-word errors, which occur when words are misspelled in a way ... -
Aplikasi Permainan untuk Edukasi Bahasa Isyarat Menggunakan Computer Vision
(Universitas Sumatera Utara, 2025)Learning sign language remains a challenge, particularly for beginners who often struggle to understand gestures without direct feedback. Conventional learning methods such as books or instructional videos on YouTube are ... -
Rancang Bangun Sistem Absensi Internet of Things (Iot) dengan Fingerprint dan Integrasi ke Website di Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Attendance serves as a crucial indicator in education, particularly in assessing student discipline and academic progress. However, conventional attendance systems, such as manual signatures or semi-digital inputs, remain ... -
Mesin Penerjemah Bahasa Hokkien-Indonesia dengan Fine-Tuning Quantized Low-Rank Adaptation (QLoRA) pada Large Language Model Meta AI (LLaMA)
(Universitas Sumatera Utara, 2025)Hokkien is a dialect within the Southern Min language group and one of low-resource languages (LRLs). Natural language processing (NLP) task such as neural machine translation (NMT) on LRL can apply fine-tuning to mitigate ... -
Dukungan Keputusan dalam Permainan Berbasis Giliran untuk Panduan Pertempuran dan Pembentukan Partai Dengan Menggunakan Ai dan Deep Reinforcement Learning
(Universitas Sumatera Utara, 2025)Granblue Fantasy is a turn-based game that demands complex strategy. However, the pay-to-win system often hinders the progress of free-to-play players with limited resources. This research develops a recommendation ... -
Analisis Sentimen Berbasis Aspek untuk Ulasan Aplikasi Investasi Online dengan Pendekatan Bidirectional Encoder Representations from Transformers (BERT)
(Universitas Sumatera Utara, 2025)The rapid growth of investment applications in Indonesia requires a deep understanding of user reviews. This study aims to analyze the sentiment and aspect found in user reviews of the AJAIB application, collected from ... -
Penerapan Transfer Learning Berbasis Model Bert untuk Mendeteksi Plagiarisme pada Skripsi Berbahasa Indonesia
(Universitas Sumatera Utara, 2025)Academic integrity in scholarly works is often threatened by the practice of plagiarism, a challenge that grows more complex with the increasing volume of digital documents. The manual verification process for originality ... -
Deteksi dan Klasifikasi Osteoartritis Lutut pada Citra X-ray Menggunakan ResNet-50 dan DenseNet-121 dengan Visualisasi Berbasis Web
(Universitas Sumatera Utara, 2025)Knee osteoarthritis (OA) is one of the most common types of joint disorders in the elderly, characterized by pain and limited mobility. This study aims to develop a hybrid deep learning model to detect and classify the ...
RSS 1.0