Undergraduate Theses
Undergraduate Theses
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Klasifikasi Kain Ulos Simalungun Secara Real-Time Menggunakan SSD MobileNetV2 FPN Berbasis Android
(Universitas Sumatera Utara, 2025)Ulos cloth is one of the Simalungun Batak cultural heritages that has symbolic meaning in various traditional ceremonies. The lack of literature, comprehensive access to Simalungun Ulos fabrics, and the lack of introduction ... -
Klasifikasi Wilayah Daratan, Vegetasi dan Perairan, Menggunakan SVM Serta Penghitungan Luas Wilayah dengan Pixel Klasifikasi Melalui Citra Satelit Landsat-8
(2025)Area measurement of Land territory with manual measurement by visiting the area to be measured quite tiring and waste energy. Measurement through Google Earth are more effiecient as it doesn’t consume any stamina, however ... -
Prediksi Jumlah Emisi Karbon Dioksida (CO₂) Menggunakan Metode Extreme Gradient Boosting (XGBoost)
(Universitas Sumatera Utara, 2025)Global climate change caused by the surge in CO₂ emissions has become a serious issue in Asia, mainly due to deforestation, the use of fossil fuels, and activities in other sectors. As a form of commitment, a number of ... -
Implementasi Model Bilstm With Attention Mechanism dalam Pengembangan Sistem Tanya Jawab Berbasis Chatbot Interaktif Mengenai Kisah Nabi dan Rasul
(Universitas Sumatera Utara, 2025)The stories of the prophets and messengers are a fundamental part of Islamic teachings, containing moral, spiritual, and exemplary values for humanity. However, their lengthy and non-interactive presentation often becomes ... -
Deteksi Lesi Periodontitis Apikal berdasarkan Skala Periapical Index (PAI) menggunakan Citra Radiografi Panoramik dengan Metode EfficientDet
(Universitas Sumatera Utara, 2025)Diagnosing apical periodontitis lesions via panoramic radiography faces significant challenges, including suboptimal image quality, digital noise, blurred image boundaries, and overlapping anatomical structures. These ... -
Implementasi Deep Learning untuk Sistem Deteksi Jalan Berlubang dengan Komparasi Metode YOLOv8 dan YOLOv9
(Universitas Sumatera Utara, 2025)This research implements and comparatively evaluates deep learning algorithms YOLOv8 and YOLOv9 for an automated classification system detecting road pothole damage using digital images. Road damage, with its complex visual ... -
Implementasi Algoritma YOLOv8 pada Deteksi Sindrom Ovarium Polikistik (PCOS) Berdasarkan Citra Ultrasonografi
(Universitas Sumatera Utara, 2025)Polycystic Ovary Syndrome (PCOS) a rather common undiagnosed ovarian disorder. It is multifactorial and is diagnosed based on two of three main criteria: ovulatory dysfunction, multiple small cyst presence around ovaries ... -
Implementasi Algoritma Gated Recurrent Unit untuk Identifikasi Provokasi Doxing di Media Sosial X
(Universitas Sumatera Utara, 2025)The rapid development of social media has transformed the digital communication landscape, but it has also given rise to various forms of abuse, such as provocative doxing. This phenomenon is a planned act of provocation ... -
Implementasi Model DeBERTa untuk Prediksi Kompleksitas Kata Berbahasa Inggris
(Universitas Sumatera Utara, 2025)Word complexity in English texts poses a significant challenge in the field of Natural Language Processing (NLP), particularly for the development of automatic text simplification systems and effective second language ... -
Chatbot Diagnosis Penyakit Kulit pada Anjing Menggunakan Algoritma Long Short-Term Memory dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025)Dogs are loyal pets, are widely kept by humans, and are prone to skin diseases. The high public interest in maintaining dogs has not been supported by knowledge of how the first treatment can be done if the dog has a skin ... -
Klasifikasi Penyakit pada Daun Tanaman Hias Monstera Menggunakan Arsitektur EfficientNet Berbasis Android
(Universitas Sumatera Utara, 2025)Monstera ornamental plants (Monstera spp.) are popular among plant lovers due to their unique and aesthetically pleasing leaf shapes. However, these plants are susceptible to various diseases that can inhibit growth, reduce ... -
Visualisasi Impaksi Gigi Molar Ketiga dengan Augmented Reality dan Speech Recognition
(Universitas Sumatera Utara, 2025)Impacted teeth is a condition in the oral cavity where teeth fail to erupt properly, causing part or all of the tooth to be embedded within the soft tissue of the oral cavity. This condition often occurs with third ... -
Implementasi Attention – Long Short Term Memory dalam Memprediksi Harga Saham Berdasarkan Data Historis dan Analisis Sentimen
(Universitas Sumatera Utara, 2025)The capital market plays an important role in the economy by providing opportunities for people to invest, especially in stock instruments. Stock price prediction is crucial for various stakeholders, such as investors, ... -
Prediksi Tingkat Kesejahteraan di Indonesia Menggunakan Random Forest Regressor Berdasarkan Indikator SDGs
(Universitas Sumatera Utara, 2025)Every country in the world has a responsibility to ensure the welfare of its people. The welfare of the people in Indonesia can also be assessed from the high and low HDI value. As an effort to improve people's welfare ... -
Implementasi Algoritma Knuth-Morris-Pratt pada Sistem Tracer Study Teknologi Informasi Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Tracer study is an essential activity for tracking graduate information, including employment status and job-seeking duration, which is highly valuable for program evaluation and accreditation processes. However, the ... -
Prediksi Lama Studi Mahasiswa Menggunakan Algoritma Support Vector Regression (SVR)
(Universitas Sumatera Utara, 2025)The issue of on-time graduation in higher education remains a significant challenge, impacting both the quality of education and institutional accreditation. Many students face delays in completing their studies, which ... -
Implementasi Named Entity Recognition (NER) berbasis Indobert untuk Question Answering System pada Cerita Rakyat Daerah Karo
(Universitas Sumatera Utara, 2025)Folktales are a cultural heritage that must be preserved, yet they are becoming less appealing to the younger generation due to the lack of engaging media. Therefore, this study aims to develop a Question Answering (QA) ... -
Implementasi Model Fine-Tuning BERT dalam Deteksi Konten Judi Online di Media Sosial Twitter (Aplikasi X)
(Universitas Sumatera Utara, 2025)The rapid growth of social media usage has had a significant impact on society, particularly in terms of social interaction, information dissemination, and economic activity. However, behind these benefits, social media ... -
Implementasi Algoritma K-Nearest Neighbor (Knn) dalam Mendeteksi Komentar Cyberbullying pada Konten Media Sosial Menggunakan Chrome Extension
(Universitas Sumatera Utara, 2025)Along with the development of digital technology, the use of social media among the public is very easily accessible without limits. Through social media users ranging from individuals, groups, etc. can socialize and ... -
Identifikasi Kampanye Hitam Terhadap Calon Presiden Indonesia pada Pilpres Tahun 2024 di Media Sosial X Menggunakan Metode K-Means dan IndoBERT
(Universitas Sumatera Utara, 2025)In this highly digital era, social media has become a widely used and favored platform for the public to interact, share information, and express their opinions. Among the various social media platforms available, one of ...
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