Department of Computer Science: Recent submissions
Now showing items 121-140 of 1317
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Inisialisasi Data Persistence Pada Aplikasi Permainan “NoKidnap” Sebagai Game Progression Menggunakan JSON Data Parsing
(Universitas Sumatera Utara, 2024)Rapid growth of technology has caused video games to become one of the most popular entertainment media for kids. The popularity that video games has can be used to help education by implementing gamification into video ... -
Hybrid Cryptosystem dengan Martino Homomorphic Encryption dan Generalization of The ElGamal
(Universitas Sumatera Utara, 2024)Digital data security has become a significant challenge in the ever-evolving digital era. Asymmetric cryptographic systems, such as the Generalization of the ElGamal, excel in providing high security due to the difficulty ... -
Klasifikasi Penyakit Ginjal Menggunakan Convolutional Neural Network
(Universitas Sumatera Utara, 2025)The kidney is an organ located at the bottom of the back rib cage. Kidney is a very important organ in the body's metabolic system. Kidney disease is associated with a risk of cardiovascular disease, which has a high ... -
Klasifikasi Tulisan Tangan Aksara Batak dengan Metode Hybrid CNN-SVM Berbasis Website
(Universitas Sumatera Utara, 2025)Batak script is one of Indonesia's cultural heritages originating from North Sumatra which is now endangered due to the lack of use and understanding of this script. This is also influenced by its use in ancient times only ... -
Perbandingan Arsitektur Vgg16 dan ResNet50 dalam Klasifikasi Jenis Ulos Batak Toba
(Universitas Sumatera Utara, 2025)Ulos is a traditioal cloth typical of the Toba ethnic Batak tribe that is often used during various traditional ceremonies. Ulos has various types, each with different functions in its use. The motifs on each ulos also ... -
Sistem Klasifikasi dan Pemilihan Kambing Layak Qurban dengan Naïve Bayes dan Evaluation Based on Distance from Average Solution (EDAS)
(Universitas Sumatera Utara, 2025)Goats are among the livestock commonly chosen for Qurban due to their more affordable price compared to cows. Selecting goats that meet the requirements for Qurban is a crucial aspect of performing the sacrificial ritual ... -
Analisis Perbandingan Algoritma Random Forest dan Support Vector Machine untuk Klasifikasi Hasil Pertandingan Tim Sepak Bola Liga Utama Inggris Musim 2022/2023
(Universitas Sumatera Utara, 2025)Football is not only about the passes and shots that must be taken into account in the course of a game, but also about the composition and strategy that each team must have in order to maximize each game and win. Therefore, ... -
Analisis Prevalensi Stunting Berdasarkan Indeks Khusus Penanganan Stunting di Indonesia Menggunakan Hierarchical Density-based Spatial Clustering of Applications With Noise (HDBSCAN)
(Universitas Sumatera Utara, 2025)Stunting is a serious health problem that can affect children's physical growth and cognitive development. This study aims to classify districts/cities in Indonesia based on stunting indicators using the HDBSCAN algorithm. ... -
Model Validasi Gambar Target Dengan Modifikasi Algoritma Deep Neural Network pada Sensor Gambar
(Universitas Sumatera Utara, 2025)Image validation is always necessary to ensure that detected images are accurate. The higher the object image validation value, the better the object detection performance. The development of Artificial Neural Networks ... -
Perbandingan Algoritma XGBoost dan LSTM untuk Prediksi Ketersediaan Kas Atm Bank Sumut Berbasis Website Geospasial
(Universitas Sumatera Utara, 2024)This study compares the performance of the XGBoost and Long Short-Term Memory (LSTM) algorithms in predicting ATM cash availability at Bank Sumut. The predictions are based on historical transaction data processed using ... -
Simulasi Pakan Ternak Otomatis Menggunakan IoT dengan Metode 3-Way Handshake
(Universitas Sumatera Utara, 2024)Livestock farming plays an integral role in meeting humans' animal protein needs. Providing optimal animal feed is the main key in achieving maximum animal welfare and livestock productivity. Unfortunately, conventional ... -
Implementasi Algoritma Convolutional Neural Network (CNN) dalam Klasifikasi Jenis Serangga Hama pada Gudang Beras Menggunakan Model MobilenetV3-Large Berbasis Website
(Universitas Sumatera Utara, 2025)Pest insects pose a significant challenge in rice storage warehouses, leading to a decrease in both the quality and quantity of rice during storage. The traditional manual identification of pest insects is often inefficient, ... -
Formulasi Optimasi Diskrit untuk Penyelesaian Permasalahan Visualisasi Data
(Universitas Sumatera Utara, 2025)The rapid development of computer technology has led to the accumulation of large amounts of high-dimensional data, creating challenges in analysis and visualization. Data visualization plays an important role in ... -
Sistem Pengenalan Chord Musik Otomatis dengan Algoritma Hidden Markov Model dan Pitch Contour Extraction
(Universitas Sumatera Utara, 2024)Music is a form of art that is created through a series of sounds that are put together so as to create a tonal accompaniment that can be understood by humans. Music is an art that involves the arrangement of sounds related ... -
Analisis Korelasi Luas Panen dengan Membandingkan Algoritma Linear Regression dan Random Forest untuk Prediksi Produksi Tanaman Pangan di Pulau Kalimantan
(Universitas Sumatera Utara, 2025)Food security remains a crucial issue in development, both globally and nationally. According to data from the annual report of the Directorate General of Food Crops, food production in Kalimantan has shown a declining ... -
Optimalisasi Prediksi Harga Beras di Provinsi Sumatera Utara Menggunakan Model Hybrid SARIMA-LSTM
(Universitas Sumatera Utara, 2025)Rice is a staple food for the people of Indonesia, making it crucial to maintain price stability and availability. A rise in rice prices can have adverse effects as it contributes to increased inflation. Therefore, rice ... -
Signcryption Dokumen Gambar Menggunakan Algoritma LLKAKE dan RSA
(Universitas Sumatera Utara, 2024)Digital information is everything that is seen and heard can be digitized, which means that digital information can include music, movies, photos, documents. However, the increasing amount of digital information will always ... -
Perbandingan Kinerja Algoritma Ridge dan LASSO Regression dalam Prediksi Persentase Lemak Tubuh
(Universitas Sumatera Utara, 2025)Body Fat Percentage (BFP) is an accurate measurement for diagnosing obesity, the main factor causing obesity is an energy imbalance between calorie expenditure and intake. People who are obese are more likely to ... -
Seleksi Fitur dengan Menggunakan Metode Information Gain pada Algoritma Logistic Regression pada Penyakit Diabetes
(Universitas Sumatera Utara, 2024)Diabetes is one of the significant global health problems with widespread impacts on individual quality of life and a significant economic burden on healthcare systems. In an effort to improve early diagnosis and ... -
Penerapan Convolutional Neural Network dalam Deteksi Autism Spectrum Disorder pada Anak Melalui Identifikasi Tulisan Tangan
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is defined by difficulties in communication, social interactions, and behavioral patterns. Children with ASD often face difficulties in fine motor activities, including handwriting, which ...