Department of Computer Science: Recent submissions
Now showing items 161-180 of 1317
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Model Transmisi Dinamis dari Covid-19 dengan Adanya Isolasi Mengggunakan Pendekatan Deep Learning
(Universitas Sumatera Utara, 2024)Corona Virus (Covid-19) is a new virus that broke out in 2020. This virus is a new type of virus (SARS-CoV-2) and the disease is called Corona Virus Disease 2019 (COVID-19). The rapid spread of this virus has resulted ... -
Model Algoritma Clustering untuk Efisiensi Energi Jaringan Sensor Nirkabel (JSN)
(Universitas Sumatera Utara, 2024)This research focuses on optimizing the LEACH algorithm in wireless sensor networks. The problem addressed in this study is the energy consumption imbalance across all clusters in the Wireless Sensor Network (WSN), leading ... -
Kombinasi Metode Fuzzy C-Means dan Weight Product untuk Rekomendasi Penerima Perpanjangan Beasiswa KSE USU
(Universitas Sumatera Utara, 2024)Scholarships are a very desirable aid for students, providing many benefits both for tuition and accommodation during education. Many parties provide scholarships to help students complete their education. One of them ... -
Implementasi Digital Signature dengan Algoritma Rabin-p dan SHA-256 untuk File PDF pada Aplikasi Android
(Universitas Sumatera Utara, 2024)In the rapidly evolving digital era, the importance of information security and authenticity becomes increasingly evident. One effective approach to address these concerns is through the use of digital signatures. The main ... -
Model Optimasi Vehicle Routing Problem dengan Machine Learning dalam Klasifikasi Imbalanced Data Rute Kendaraan
(Universitas Sumatera Utara, 2024)The problem of imbalance in the process of vehicle route classification has become a challenge in the classification process and attracted the attention of a number of researchers. Industrial and service problems that are ... -
Pendekatan Neurogen di Dalam Gaussian Process Regression dan Reinforcement Learning untuk Peningkatan Akurasi Prediksi dan Klasifikasi
(Universitas Sumatera Utara, 2024)Artificial Intelligence and Machine Learning has become the biggest phenomena in the last decade in the world, especially after the emergence of the Deep Learning paradigm then followed by the development of Reinforcement ... -
Model Optimisasi Keputusan Operasional dan Pembelajaran Efisiensi untuk Ritel Multiproduk
(Universitas Sumatera Utara, 2024)This research proposes an optimization model to support operational decision-making and efficiency learning in the context of multiproduct retail. The main objective of this study is to develop an approach that can assist ... -
Social Network Analysis Text Mining pada Jaringan Sitasi Publikasi
(Universitas Sumatera Utara, 2024)The problem of analysing publication citation networks has recently been widely researched, but many studies only analyse one or several types of journals due to differences in the metadata of each journal. Apart from ... -
Metode Hybrid Grid Partition dan Rough Set untuk Pembangkitan Aturan Fuzzy pada Klasifikasi Data Set
(Universitas Sumatera Utara, 2024)A fuzzy rule-based system with a grid-type fuzzy partition method to handle classification problems in low-dimensional patterns has shown the effectiveness of classification ability and very satisfactory interpretability, ... -
Pemodelan Smart Agriculture untuk Perencanaan Sistem Pemeliharaan Tanaman
(Universitas Sumatera Utara, 2024)The planning model for sustainable crop maintenance associated with smart agriculture is a complicated issue because it involves many factors such as productivity, quality, growth care, labor use, and the use of information ... -
Knowledge Discovery Data Demografi Pandemi dengan Pendekatan Multi-View Clustering K-Modes dan Davies Bouldin Index
(Universitas Sumatera Utara, 2024)The uneven spread of the pandemic in terms of prevalence and speed of spread is due to the role of social, economic and demographic factors and which allows the number of pandemic cases to increase to a higher level. Proper ... -
Pemodelan Pergerakan Self-Balancing Cube pada Permukaan Berotasi Berdasarkan Kecepatan Sudut dan Akselerasi Menggunakan Sequential Neural Network
(Universitas Sumatera Utara, 2024)Self-balancing Cube is a device that is able to maintain its own balance by utilizing a reaction wheel control system. By utilizing the action-reaction principle, the reaction wheel can correct the position of the ... -
Cryptanalysis Algoritma Kunci Publik Inam-Kanwalzahid-Abid dengan Metode Brute-Force Attack
(Universitas Sumatera Utara, 2024)The Inam-Kanwal-Zahid-Abid public key cryptography system was developed based on polynomials using key length. This research tested brute-force attacks using short key lengths. The method employed in the study aimed to ... -
Lightweight Public Key Cryptography dengan Algoritma Goldwasser-Micali
(Universitas Sumatera Utara, 2024)Electronic devices connected to the Internet of Things (IoT) which consist of devices that are connected to each other and have limited conditions and resources, allow sending data in real time. However, as the number of ... -
Identifikasi Luka Ringan dengan YOLO-CNN pada Citra Digital untuk Manajemen Perawatan Luka
(Universitas Sumatera Utara, 2024)Minor wounds are a common issue in everyday life often overlooked, yet proper management of minor wounds is crucial to prevent more serious complications. This research aims to implement the You Only Look Once (YOLO) ... -
Sistem Pakar Berbasis Web Menggunakan Metode Certainty Factor dan Case-Based Reasoning untuk Diagnosis Sejumlah Varian Penyakit Autoimun
(Universitas Sumatera Utara, 2024)Within the biological realm, all organisms possess an immune system, a defense mechanism that functions as the primary barrier against various pathogens such as viruses, parasites, and bacteria. Autoimmune diseases, ... -
Implementasi Algoritma K-Means dan Algoritma Naïve Bayes untuk Identifikasi Tingkat Risiko Saham pada Sektor Barang Konsumen Primer
(Universitas Sumatera Utara, 2024)Stocks are investment assets that have high risk high gain characteristics, namely assets that offer high returns but also have a high level of risk. Data from the Indonesia Stock Exchange annual report shows that throughout ... -
Pencarian Kambing Qurban Terbaik Berdasarkan Syariat Menggunakan Metode Simple Additive Weighting (SAW) Berbasis IoT (Internet of Things)
(Universitas Sumatera Utara, 2024)Every year, Muslims worldwide celebrate the Qurban ritual, including in Indonesia. One of the eligible animals for Qurban is goats. Sellers establish a decision support system for their goat livestock to choose the best ... -
Gamifikasi Edukasi Persamaan Linear pada Crafting Model di Game "Dungeon Liberation"
(Universitas Sumatera Utara, 2024)Abstract: This research is trying to gamificate an RPG game that gives education in the experience of playing a video game. With games developing, education’s element should also be implemented more in games to increase ... -
Implementasi Algoritma A* dan Finite State Machine untuk Special Character (BOSS) pada Game Top-Down Shooter “From The Downtown”
(Universitas Sumatera Utara, 2024)In the gaming industry, the development of artificial intelligence (AI) is essential to enhance immersion and fun. This research aims to implement the A* algorithm and Finite State Machine (FSM) on the boss character in ...