Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 101-120 of 2633
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Implementasi Pose Estimation untuk Virtual Fitting Room dalam Rekomendasi Ukuran Kaos Secara Realtime
(Universitas Sumatera Utara, 2024)The basic human need for clothing serves to protect the body. With the continuous increase in population, the demand for clothing also rises. One of the essential factors to consider when selecting clothing is size, which ... -
Klasifikasi Jenis Penyakit Kulit pada Wajah Menggunakan Metode You Only Look Once Versi 8
(Universitas Sumatera Utara, 2024)Skin diseases are skin disorders in the form of irritation, inflammation, infection, or other disorders caused by infections such as fungi, germs, parasites, and viruses that can attack individuals of various age groups. ... -
Visual Therapy Musophobia dengan Penerapan Algoritma Boids dan Finite State Machine (FSM) terhadap Perilaku Tikus sebagai Alat Bantu Exposure Therapy Menggunakan Metode Systematic Desensitization dalam Virtual Reality
(Universitas Sumatera Utara, 2024)Rats reproduce rapidly and are commonly found in various environments. Excessive fear of rats (musophobia) can disrupt daily activities and hinder concentration. Effective therapy is needed, but creating an environment for ... -
Penerapan IoT dalam Sistem Alarm Kebakaran Otomatis dengan Menggunakan Metode Logika Fuzzy
(Universitas Sumatera Utara, 2024)The application of IoT in an automatic fire alarm system using fuzzy logic is the aim of this research. DHT22 temperature sensor, IR fire sensor, smoke sensor (MG-2), 5v water pump, buzzer, breadboard, LED, jumper cables, ... -
Implementasi Kombinasi Algoritma Convolutional Neural Network dan Long Short Term Memory (CNN – LSTM) untuk Mengidentifikasi Judul Berita Clickbait Bahasa Indonesia
(Universitas Sumatera Utara, 2024)The development of communication and information technology can now be disseminated quickly through online news portals. Based on the Survey of the Indonesian Internet Service Providers Association (APJII), the penetration ... -
Penerapan Metode Bidirectional Gated Recurrent Unit dalam Identifikasi Judul Berita Clickbait Berbahasa Indonesia
(Universitas Sumatera Utara, 2024)The increasingly advanced technology makes it easier for people to access information through online news portals. The results of a Nielsen Media Research survey show that the number of news readers on digital online media ... -
Identifikasi Jenis Karies Gigi Menggunakan Algoritma You Only Look Once Versi 7 Berdasarkan Kedalaman Lubang
(Universitas Sumatera Utara, 2024)Teeth are one of the organs in the human body that has a hard structure. The function of the teeth itself is for the process of chewing food so that it can be easily digested by the body. The part of the tooth itself ... -
One Time Pad (OTP) dengan Mersenne Twister dan Dependent RSA 1 (DRSA-1) dalam Skema Hybrid Cryptosystem
(Universitas Sumatera Utara, 2024)The development of technology is now increasingly rapid and makes the threats to important data and information even higher. Information confidentiality can be maintained in more than one way, one of which is by disguising ... -
Clustering Data Kecelakaan Lalu Lintas di Indonesia Menggunakan Metode K-Medoids
(Universitas Sumatera Utara, 2024)Traffic accidents pose a serious issue in Indonesia. According to data, Indonesia ranks fifth globally in the number of fatalities caused by traffic accidents. Clustering methods are chosen as an approach to identify ... -
Resource Linguistic Generation Bahasa Leukon untuk Pengembangan Mesin Translasi Bahasa Indonesia – Leukon
(Universitas Sumatera Utara, 2024)Leukon, a language spoken by approximately 1,200 individuals on Simeulue Island, Aceh, is critically endangered due to the dominance of other languages and social changes. To preserve this language, the development of ... -
Implementasi Procedural Content Generation dalam Terrain Modelling Game Astro Shooter
(Universitas Sumatera Utara, 2024)The development of game as an interactive entertainment industry continues on rapidly with demands to create gaming experience that is innovative and interesting. One of the main elements that impacts gaming experience is ... -
Pengukuran Lingkar Lengan Atas Menggunakan Citra Digital : Pendekatan Top - Down Methods Panoptic Segmentation dengan Metode Mask R - CNN
(Universitas Sumatera Utara, 2024)Measurement of Upper Arm Circumference (MUAC) is an essential indicator for evaluating nutritional status, especially in children and pregnant women. This study developed a UAC measurement system using digital images based ... -
Analisis Pola Produksi Pangan di Pulau Sumatera Berdasarkan Data Time-Series dengan Model Autoregressive Integrated Moving Average (ARIMA) dan Metode Optimasi Grid Search
(Universitas Sumatera Utara, 2024)Food security is a critical concept defined by FAO as the ability to ensure access to sufficient, safe and nutritious food for every individual. Sumatra Island, which ranks second in Indonesia's Food Security Index in 2022, ... -
Optimasi Multi-Layer Perceptron Neural Network Menggunakan Particle Swarm Optimization dan Genetic Algorithm untuk Memprediksi Ketahanan Pangan di Wilayah Sumatera Utara dalam Mendukung Pembangunan yang Berkelanjutan
(Universitas Sumatera Utara, 2024)According to the Global Food Security Index(GFSI) 2022,Indonesia scored 60.2 ranking 63rd out of 113 countries, below the average of several Asian nations in food security.The main challenges include a malnutrition rate ... -
Implementasi Algoritma Long Short Term Memory (LSTM) dalam Memprediksi Konsumsi Energi Baru Terbarukan
(Universitas Sumatera Utara, 2025)Increased global energy consumption is driving countries around the world to look for alternative energy sources. With the limited availability of fossil fuels, renewable energy is the right solution to address global ... -
Optimasi Deteksi Intrusi Jaringan dengan Metode Long Short-Term Memory dan Random Forest Feature Selection
(Universitas Sumatera Utara, 2024)Network intrusion detection is a crucial aspect of information security aimed at identifying suspicious behavior within network traffic. However, with technological advancements and the increasing need of data, data ... -
Prototipe Sistem Kartu Presensi Karyawan Otomatis dengan Metode RFID Berbasis IoT Tersinkronisasi Telegram
(Universitas Sumatera Utara, 2024)In the era of industrial digitalization, companies are required to keep up with the times by implementing aspects of information and communication technology (ICT) to improve management efficiency and productivity. Employee ... -
Klasifikasi dan Deteksi Penyakit Kulit Menggunakan Metode EfficientNetB7 dan YOLOv8 Berbasis Website
(Universitas Sumatera Utara, 2024)Skin diseases are a common health problem experienced by people in Indonesia, especially in areas with limited access to medical services. Early detection of skin diseases is very important, but it is often difficult to ... -
Peningkatan Akurasi pada Klasifikasi Lesi Kulit Manusia dengan Data Balancing Menggunakan Pendekatan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2024)Skin lesion is a part of the skin with an abnormal appearance or growth, which can be categorized as benign or malignant. Early diagnosis of skin lesions is essential to determine appropriate treatment, but visual ... -
Sistem Pakar Diagnosis Penyakit Sinusitis Menggunakan Metode Fuzzy Tsukamoto
(Universitas Sumatera Utara, 2024)Sinusitis is one of the ENT diseases that is often found in medical practice. Very often people are not aware of the presence of this disease because education about this disease can be a factor in public ignorance of the ...