Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 281-300 of 2636
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Perbandingan Metode Naïve Bayes dan KNN dalam Penerapan Data Mining untuk Klasifikasi Menu Potensial ( Studi Kasus : Ateku Kopi Medan )
(Universitas Sumatera Utara, 2024)The growth of the culinary business, particularly in the café sector, faces intense competition, necessitating effective marketing strategies. The promotional systems employed by business operators to increase sales are ... -
Aplikasi Deteksi Sample/Citra Darah Menggunakan Metode Caps Neural Network Berbasis Android
(Universitas Sumatera Utara, 2024)Information technology has now become a necessity that cannot be separated from the process of life, its development is currently very much needed in solving various problems that arise in people's lives. The bite of an ... -
Rekacipta Sistem Smart Home Berbasis Internet of Things (IoT) dan Context Aware System untuk Kenyamanan Rumah
(Universitas Sumatera Utara, 2024)The increasing use of the Internet of Things (IoT) has provided a strong foundation for the development of smart home systems that can improve the comfort and efficiency of energy use at home. In this context, this research ... -
Implementasi Model Berbasis Transformer untuk Membuat Game Fiksi Interaktif Cerita Anak Berbahasa Indonesia
(Universitas Sumatera Utara, 2024)Interactive Fiction is a text-based game that provides a certain narrative and can interact with players regarding the continuation of the narrative. This interaction can take the form of text input or options. However, ... -
Pencarian Jarak Terpendek dari Kampus USU ke Fasilitas Kesehatan di Kota Medan dengan Algoritma Bellman-Ford
(Universitas Sumatera Utara, 2024)The Covid-19 pandemic crisis has highlighted the importance of healthcare accessibility in facing public health emergencies. This research focuses on the application of the Bellman-Ford algorithm to find the fastest distance ... -
Analisis Perbandingan Weighted Product dan Weighted Sum Model untuk Penentuan Bibit Mangrove Terbaik di Kabupaten Batu Bara
(Universitas Sumatera Utara, 2024)Improving mangrove forest plants requires mangrove seedlings that grow well and have pest and disease resistance. This is because, whatever maintenance standards are used, the use of the best seedlings will be essential ... -
Analisis Pengembangan Model Neural Machine Translation (NMT) dengan Transformer untuk Penerjemah Bahasa Indonesia ke Bahasa Gayo
(Universitas Sumatera Utara, 2024)The Gayo language has existed alongside the Gayo people for around 7500 years, but its usage has been continually declining, and its digital documentation is very limited. Preserving the Gayo language is crucial for ... -
A Parallel Triple-Pivot Quicksort
(Universitas Sumatera Utara, 2024)The performance of sorting algorithms when applied to large datasets serves as a solution to optimize execution time. Sorting algorithms are crucial for real-time applications where response time is paramount, such as in ... -
Segmentasi Nasabah pada Data Campuran dengan K-Means Clustering
(Universitas Sumatera Utara, 2024)Customer segmentation is crucial for banks to develop marketing strategies tailored to specific customer groups. While the RFM model is commonly used, enhancing service usage expansion requires data on customer transaction ... -
Analisis Segmentasi Pemustaka terhadap Tingkat Kelulusan Mahasiswa Menggunakan K-Means Clustering
(Universitas Sumatera Utara, 2024)This research aims to analyze the use of library services and determine the correlation between user activity and student graduation through user segmentation using the K-Means algorithm. This research has several stages, ... -
Komparasi Performa Algoritma Q-Learning dan Algoritma SARSA dalam Perancangan Agen pada Permainan Catur Jawa
(Universitas Sumatera Utara, 2024)Reinforcement learning is a prominent method in the development of artificial intelligence for computer games, but its application in board games, especially traditional Indonesian board games, is still relatively limited. ... -
Optimalisasi Traffic Light Berbasis Fuzzy Logic Object Detection untuk Mewujudkan Medan Smart City
(Universitas Sumatera Utara, 2024)The automotive sector is experiencing significant growth due to technological advancements, leading to an increase in the number of vehicles on the road. This leads to severe traffic congestion, especially during peak ... -
Peningkatan Akurasi Long Short-Term Memori (LSTM) Menggunakan Word2Vec dan Fastext untuk Machine Translation Bahasa Batak-Inggris
(Universitas Sumatera Utara, 2024)This research examines the performance of the Long Short-Term Memory (LSTM) algorithm in combination with two word embedding techniques, FastText and Word2Vec, for translating text between the Batak and English languages. ... -
Analisis Pola Gejala Penyakit Jantung Menggunakan Algoritma Equivalence Class Transformation (ECLAT)
(Universitas Sumatera Utara, 2024)Heart Disease remains the leading cause of death, so much so that almost the entire world is estimated to be caused by heart-related conditions. The World Health Organization (WHO) has expressed concern about the alarming ... -
Reduksi Dimensi Data Microarray untuk Peningkatan Kinerja Algoritma Naïve Bayes dalam Pengklasifikasian
(Universitas Sumatera Utara, 2024)According to Global Burden of Cancer study released by the World Health Organization (WHO) in 2020, there were 396,914 cancer cases in Indonesia with total deaths reaching 234,511 cases. To reduce these cases, early detection ... -
Deteksi Plagiarisme Logo Menggunakan Generative Adversarial Network
(Universitas Sumatera Utara, 2024)Logo as a graphic form and visual representation of a company, organization, or brand, has been widely utilized and disseminated across the internet. This accessibility makes logo easily replicable, allowing for the ... -
Analisis Kriptografi Skema Hibrida pada Kombinasi Algoritma Rprime RSA dan XTEA (Extended Tiny Encryption) dalam Pengamanan Pesan Cepat
(Universitas Sumatera Utara, 2024)The exchange of information in everyday life is always necessary. In its application, communication or information exchange can be done directly or indirectly (digitally). Conducting information exchange or communication ... -
Peningkatan Akurasi Long Short-Term Memory (LSTM) Menggunakan Fasttext dan Glove untuk Penerjemah Bahasa Batak-Indonesia
(Universitas Sumatera Utara, 2024)Automatic translation of regional languages into Indonesian is a complex challenge in the field of natural language processing (NLP). This research aims to improve the accuracy of the Long Short Term Memory (LSTM) model ... -
Signcryption dengan Menggunakan Algoritma AAβ dan DSA dalam Mengamankan Dokumen Digital
(Universitas Sumatera Utara, 2023)The swift development of the current digital era is directly proportional to the emergence of several security issues in digital data transmission, especially in data confidentiality and authentication. The modernisation ... -
Peningkatan Akurasi Algoritma Decision Tree dengan Teknik XGboost pada Diagnosis Penyakit Hewan
(Universitas Sumatera Utara, 2024)This research aims to develop an expert system for initial diagnoses of skin diseases in cats using the Decision Tree method. It assists cat owners in identifying skin diseases based on observed symptoms. Data from expert ...