Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 101-120 of 2840
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Implementasi Algoritma Gans Model Cgans pada Pemodelan Data Passing Networks: Pertandingan Liga Inggris 2024/2025
(Universitas Sumatera Utara, 2025)Modern football tactical analysis requires sophisticated computational approaches to understand the complexity of game patterns. This research develops a Conditional Generative Adversarial Networks (CGAN) system to ... -
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 ... -
Framework Internet of Things (IoT) untuk Memprediksi Kecepatan Optimal dalam Balap Sepeda pada Road Bike
(Universitas Sumatera Utara, 2025)This study aims to develop an Internet of Things (IoT) system framework to predict the optimal cycling speed for road bike athletes using multisensor data and machine learning. The primary issue addressed is the absence ... -
Pendekatan Convolutional Neural Network untuk Mengantisipasi Jamming-attack pada Wireless Sensor Network
(Universitas Sumatera Utara, 2025)IEEE 802.11 wireless networks (Wi-Fi) deployed within Wireless Sensor Networks have become a cornerstone of modern communication infrastructures. However, the inherently open nature of the wireless transmission medium ... -
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 ... -
Model Optimasi Keandalan Waktu Perjalanan Ambulans pada Smart City
(Universitas Sumatera Utara, 2025)Smart City is a city built to create an efficient, sustainable, fair and livable city. To increase the percentage of citizen survival both in normal times and in emergencies or Emergency Medical Services (EMS) is one of ... -
Implementasi Algoritma Deep Learning Faster R-CNN Untuk Mendeteksi Kemungkinan Iklan Judi Online Sisipan pada Video Reels Instagram
(Universitas Sumatera Utara, 2025)Online gambling has become a serious issue in Indonesia involving various layers of society with continuously increasing annual transaction volumes. The high usage of internet and social media in Indonesia, particularly ... -
Implementasi Yolo V8 dan Lightgbm dalam Sistem Keamanan Rumah berbasis Iot Untuk Deteksi Pencuri secara Real-Time
(Universitas Sumatera Utara, 2025)Conventional home security systems often face limitations in automatically and accurately detecting threats in real time, making them vulnerable to crimes such as burglary, theft, and forced entry. This research develops ... -
Deteksi Otomatis Pejalan Kaki di Zebra Cross menggunakan Metode Sensor Fusion berdasarkan Internet of Things
(Universitas Sumatera Utara, 2025)Pedestrian safety at zebra crossings remains a significant challenge due to the lack of driver awareness regarding pedestrian rights and priority. To minimize the risk of accidents, this study proposes an automatic pedestrian ... -
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 ... -
Pengembangan Aplikasi Android untuk Prediksi Water Quality Index (WQI) dalam Aquascape Menggunakan Gradient Boosting Regression dan Seleksi Fitur Improved Grey Relational Analysis (IGRA)
(Universitas Sumatera Utara, 2025)Water is one of the most important elements in an aquascape environment, where small changes in water parameters can affect the Water Quality and environmental balance in an aquascape. There are several ways to check Water ... -
Perancangan Sistem Monitoring Kualittas Air dan Automasi pH Pada Kolam Ikan Nila Berbasis IoT Dengan Algoritma K-Nearset Neighbor (KNN)
(Universitas Sumatera Utara, 2025)Water quality is a critical factor in aquaculture as it directly affects fish health and growth. Parameters such as pH, temperature, and turbidity must be monitored regularly to maintain optimal environmental conditions. ... -
Implementasi Algoritma YOLOv8, YOLOv9, dan YOLOv10 untuk Deteksi Senjata Tajam Secara Real Time
(Universitas Sumatera Utara, 2025)Automatic detection of hazardous objects such as sharp weapons is increasingly important in supporting public security systems. The You Only Look Once (YOLO) algorithm is a widely used approach in Computer Vision due to ... -
Identifikasi Gerakan Sholat Wajib dalam Menentukan Jumlah Rakaat Menggunakan Model MoveNet secara Real-Time
(Universitas Sumatera Utara, 2025)Sholat is a form of worship performed by Muslims as an expression of devotion to God, requiring a high level of focus and concentration to be accepted by Allah SWT. A lack of concentration during sholat often leads to ... -
Pengaruh Representasi Kultur Indonesia melalui Desain Visual dalam Game Beat’em Up terhadap Pengalaman Bermain Pemain dengan Evaluasi Game Experience Questionnaire (GEQ)
(Universitas Sumatera Utara, 2025)This study explores the impact of representing Indonesian social culture in the visual design of a beat’em up game on players’ gameplay experience. In this context, social culture refers to the unique elements of Indonesian ... -
Identifikasi Penyakit pada Kuku Manusia Menggunakan Arsitektur Dynamic Feature Fusion Berdasarkan Graph Convolutional Network
(Universitas Sumatera Utara, 2025)Nail disease is an important bio-indicator for detecting serious systemic diseases, but its diagnosis is often hampered by limited access to specialists and the subjectivity of visual observation. Early detection and ... -
Implementasi Rank-Based Ant System Pada Aplikasi Manajemen Waktu Berbasis Android
(Universitas Sumatera Utara, 2025)The Directorate of Digitalization and System Integration (Ditgrasi) of Universitas Sumatera Utara faces significant challenges in manually scheduling website training activities, which are complex, time-consuming, and prone ... -
Metode SF-MEREC-RAFSI dalam Multiple-Criteria Group Decision Making untuk Pendukung Keputusan Penerima Bantuan Keuangan Perbankan
(Universitas Sumatera Utara, 2025)Decades ago, the banking system relied on expert judgment to make financial decisions by qualitatively assessing risks based on company financial reports, business scenarios, and individual client interviews through ... -
Perbandingan Generalized Linear Model (GLM) dan Extreme Gradient Boosting (XGBoost) dalam Prediksi Tren Penjualan Coffee Shop
(Universitas Sumatera Utara, 2025)This study examines the performance comparison of two machine learning algorithms—Generalized Linear Model (GLM) and Extreme Gradient Boosting (XGBoost)—in predicting sales trends within the coffee shop industry. The dataset ...