Department of Information Technology: Recent submissions
Now showing items 481-500 of 1417
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Implementasi Markerless Augmented Reality pada Game Block Tower untuk Anak Autism Spectrum Disorder (Asd)
(Universitas Sumatera Utara, 2022)Autism Spectrum Disorder (ASD) merupakan gangguan perkembangan saraf pada anak, gangguan tersebut mempengaruhi perkembangan bahasa dan kemampuan seorang anak untuk anak berkomunikasi, berinteraksi, serta berperilaku. Salah ... -
Identifikasi Parasit Malaria Plasmodium Vivax pada Sel Darah Merah dengan Metode Probabilistic Neural Network
(Universitas Sumatera Utara, 2022)Malaria is a disease that is transmitted through the bite of a female Anopheles mosquito that contains the parasite genus Plasmodium. This disease infects human red blood cells. Plasmodium vivax is a type of parasite that ... -
Analisa Kinerja Metode Naive Bayes Dengan Pembobotan Data
(Universitas Sumatera Utara, 2021)Classification using naive bayes algorithm for air quality dataset has an accuracy rate of 39.97%. This result is considered not good and by using all existing data attributes. By doing pre-processing, namely feature ... -
Evaluasi Algoritma Textrank pada Peringkasan Teks Berbahasa Indonesia
(Universitas Sumatera Utara, 2018)Automatic text summaries are commonly used to summarize text using computer program to get a summary of the text. Usually automatic text summary use extractives method because this method retrieves important information ... -
Model Keamanan Informasi Berbasis Arsitektur Perusahaan dengan Algoritma Digital Signature
(Universitas Sumatera Utara, 2016)The enterprise’s business processes that require information security one of which is the delivery of enterprise data. Confidentiality and security of the data transmitted is very important, so as to maintain the confidentiality ... -
Implementasi Tabu Search dalam Optimasi Rute Pengisian Uang pada Mesin ATM Bank BCA
(Universitas Sumatera Utara, 2013)Determination of optimum route is a problem that can be found in a variety ofactivities. Principal of the problem is how to organize the trip so the distance is the minimum distance that the optimum is best found on a map ... -
Analisis dan Prediksi Pada Perilaku Mahasiswa Diploma untuk Melanjutkan Studi ke Jenjang Sarjana Menggunakan Teknik Decision Tree dan Support Vektor Machine
(Universitas Sumatera Utara, 2012)This thesis proposes a model to predict the desire of diploma student to pursue education to bachelor degree in private college. The more dominant factors which influence this desire are not known yet. Data was obtained ... -
Penemuan Aturan yang Berkaitan dengan Pola dalam Deret Berkala (Time Series)
(Universitas Sumatera Utara, 2017)The purpose of this sudy is to obtain the rule finding in the periodic series of largescale data mining, which can be used as a tool for forecasting in the futute, The first step in the discretization process is grouping, ... -
Unjuk Kerja Algotitma BAM dan Algoritma FAM untuk Sistem Pendeteksian Pola Tajwid pada Citra Al-Qur'an
(Universitas Sumatera Utara, 2016)In general, in the world of image processing to recognize a pattern can be given some training beforehand. In this paper, the patten detection in the image of tajweed of the Al-Qur'an uses four iqlab tajweed pattern, ... -
Analisis Dataset Teks Berbahasa Indonesia untuk Menentukan Klasifikasi Sentimen Menggunakan Pendekatan Pembelajaran Mesin dengan Pengawasan
(Universitas Sumatera Utara, 2016)Information technology progress encourages the emergence of textual information without limits with the use of online media is evolving so quickly that the emergence of the need in the presentation of information without ... -
Analisis Error dan Epoch dengan Pengembangan Adaptive Learning Rate dan Parameter Momentum pada Metode Backpropagation
(Universitas Sumatera Utara, 2015)Backpropagation algorithm is partofan Artificial Neural Netrvort (ANN), which has some hidden screen. Backpropagation algorithm is also a multi-layer linish that is widely used for large problerns, however, the backpropagation ... -
Analisis Watermarking Citra Warna dengan Micro Genetic Algorithm dan Discrete Wavelet Transform
(Universitas Sumatera Utara, 2016)There are four issue that become the problem in watermarking, they are imperceptibility, robustness, capacity, and security. There is trade-off among them, especially to tle achievement of visual quality of image ... -
Kombinasi Vigenere Cipher dengan Caesar Cipher dalam Three Pass Protocol
(Universitas Sumatera Utara, 2012)In this study the authors combine the algorithrn Vigenere with Caesar Cipher in the concept of three-pass protocol for message security more secure confidentiality for her. Method of three-pass protocol is a method in ... -
Analisis Fungsi Implikasi MAX-MIN dan MAX-PROD dalam Pengambilan Keputusan
(Universitas Sumatera Utara, 2012)Decision-making should be performed based on the certain considerations in order to obtain objective decisions since the decision made without proper consideration can lead to less objective. Fuzzy logic is one of the ... -
Optimisasi Metode K-NN (K-Nearest Neighbour) Menggunakan Fuzzy Logic pada Klasifikasi Data
(Universitas Sumatera Utara, 2021)Classifications data can be undertaken by using a method of K-Nearest Neighbour through proximity the distance data training with the data that are being tested. A problem was often the case in the process of data processing ... -
Implementasi Metode Convolutional Neural Network (CNN) untuk Klasifikasi Citra Daging Hewan
(Universitas Sumatera Utara, 2022)Meat has a very high protein content. The high level of public demand for beef causes an increase in beef prices and causes a decrease in traders' turnover. To overcome this problem, traders usually do fraudulent things ... -
Pengembangan Sistem Pengenalan Wajah dengan Masker Menggunakan Metode Deep Convolutional Neural Network
(Universitas Sumatera Utara, 2022)Face in each individual can be recognized by the biometric system because it has unique characteristics in the form of pattern that can be measured and analyzed in the process of detection or authentication. Facial recognition ... -
Klasifikasi Penyakit Polyp Kolon Melalui Citra Gastrointestinal Menggunakan Deep Belief Network
(Universitas Sumatera Utara, 2022)Polyp is a disease in the form of protrusion on a surface on the mucosa. Colonic polyps protrusions abnormal that occur in the mucosa towards the lumen, which generally have a stalk or sessile. The trigger for colon polyps ... -
Augmented Reality untuk Simulasi Pemberi Pakan Ikan Otomatis Menggunakan Sensor Ultrasonik HC-SR04 dan Arduino Uno serta Algoritma Fuzzy Logic
(Universitas Sumatera Utara, 2022)The development of Internet of Things technology in helping daily human activities is growing rapidly and continuously. Many of the IoT technologies are used to make it easier for humans to do work or connect to certain ... -
Optimalisasi Hasil Clustering K-Medoids dengan Menggunakan Gap Statistic
(Universitas Sumatera Utara, 2021)K-Medoids is a machine learning algorithm that partitions data and then assigns them to groups. In the K-Medoids grouping, each cluster is represented by one data point called the medoid. Medoid is an object where it has ...