Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 61-80 of 2632
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Pemetaan Sebaran Terumbu Karang di Perairan Pulau Kalimantung Gadang Menggunakan Citra Satelit dengan Algoritma Lyzenga dan Optimisasi Adaptive Moment Estimation
(2025)Kalimantung Gadang Island, located in Central Tapanuli Regency, boasts a rich and diverse coral reef ecosystem. However, this ecosystem is under pressure due to various human activities, such as pollution and the use of ... -
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 ... -
Integrasi Augmented Reality dan Analisis Pola String untuk Meningkatkan Pengalaman Berbelanja Produk Secara Online
(Universitas Sumatera Utara, 2024)Online shopping is an activity with significant limitations compared to offline or in-person shopping. One of these limitations is the inability to view products directly before making a purchase decision. This challenge ... -
Implementasi Algoritma Damerau-Levenshtein Distance dan Pendekatan Deep Neural Network Dalam Analisis dan Perbaikan Kesalahan Eja atau Penulisan Real-Word Error Bahasa Indonesia
(Universitas Sumatera Utara, 2025)Effective communication, both verbal and written, is an important aspect of human life to convey information and build harmonious relationships. In written communication, errors in writing, such as non-words (words not ... -
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, ... -
Implementasi Algoritma LSTM dan IndoBERTweet Embedding untuk Deteksi Indikasi Depresi Berdasarkan Postingan Media Sosial
(Universitas Sumatera Utara, 2025)Depresi merupakan gangguan mental yang ditandai dengan kesedihan yang mendalam dan berkelanjutan, perasaan tidak berharga, bersalah, dan kehilangan minat dalam kehidupan sehari-hari. Media sosial menjadi wadah bagi para ... -
Klasifikasi Bencana Kekeringan di Jawa Timur Menggunakan Citra Satelit Landsat 8 dengan Metode XGBoost
(Universitas Sumatera Utara, 2025)Drought disasters cause major impacts such as reduced clean water, damage to food crops and the destruction of environmental ecosystems that occur in very large areas for a very long time. In monitoring droughts today, ... -
Identifikasi Pernyataan Misogini Berdasarkan Komentar Media Sosial Menggunakan Bidirectional Long Short-Term Memory dan IndoBERT Embedding
(Universitas Sumatera Utara, 2025)With the anonymity provided by social media platforms, users are free to upload content or share their opinions through available comment sections. Due to this, it is quite common to encounter accounts in the comment ... -
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 ... -
Implementasi Gamifikasi dalam Digital Storytelling Asal Mula Terbentuknya Danau Toba sebagai Media Pembelajaran Ilmu Pengetahuan Alam
(Universitas Sumatera Utara, 2025)Story about Lake Toba is better known as a legend than a scientific explanation of its formation process. This condition causes students' low understanding of the scientific aspects behind the natural phenomenon. Conventional ... -
Sistem Chatbot Layanan Informasi pada Klinik Hewan Menggunakan Glove Embedding dan Algoritma Long Short-Term Memory (LSTM)
(Universitas Sumatera Utara, 2025)Veterinary clinics serve as a place of treatment, a source of information and education on appropriate care for pets. The lack of information services in veterinary clinics can lead to uncertainty about a pet's health ... -
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 ... -
Sistem Notifikasi Monitoring Kehadiran Siswa Secara Real-Time Berdasarkan Pengenalan Wajah Berbasis Deep Learning
(Universitas Sumatera Utara, 2025)Student attendance recording is an essential aspect of educational administration; however, manual methods are often slow, error-prone, and susceptible to manipulation. This study developed a real-time facial recognition-based ... -
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 ...