Department of Information Technology: Recent submissions
Now showing items 621-640 of 1421
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Analisis Accurate Learning pada Learning Vector Quantization (LVQ) Menggunakan Algoritma Genetika dalam Pengenalan Pola Alfanumerik
(Universitas Sumatera Utara, 2016)Training LVQ lies in the competitive layer, where the layer will automatically learn to classify (clustering) vector input into the class. Where the generated class the input vector depends on the distance to be calculated, ... -
Analisis Kinerja Metode Rough Set dan Algoritma Apriori dalam Identifikasi Pola Penyakit Demam Tifoid
(Universitas Sumatera Utara, 2016)An element that is very important and everyday needs at this time is an information, to get a right and accurate information is not easy, this research can help the decision maker and to make a comparison. The Researcher ... -
Prediksi Call Plan Churn pada Pengguna Telepon Seluler Menggunakan Support Vector Machine
(Universitas Sumatera Utara, 2021)Churn is a condition when customer or user stops using product or service offered by the provider and switches to another provider. Telecommunications industry has an annual churn rate of 30%. Churn is one of the problem ... -
Klasifikasi Tumbuhan Angiospermae Berdasarkan Bentuk Tulang Daun Menggunakan Probabilistic Neural Network
(Universitas Sumatera Utara, 2021)Angiosperms are closed-seed plants that are devided into two types, monocot (single cotyledon) and dicot (two cotyledons). Around 90% of plants living today are Angiosperms. However, the diversity of Angiosperms made the ... -
Klasifikasi Daun Mangrove Menggunakan Metode Mobilenet-Ssd Berbasis Mobile Secara Realtime
(Universitas Sumatera Utara, 2021)Mangroves are a group or individual plant species that live and form a community in the tidal and low tide areas. Mangrove forest itself consists of various types of trees and shrubs which are divided into 8 different ... -
Pembangunan Robot dengan Fungsi Pengenalan Objek dan Pemetaan Area Menggunakan Algoritma Yolo dan Slam
(Universitas Sumatera Utara, 2021)The presentation of fast and accurate information is a factor that must be met in mapping a room using an automatic mapping robot, but the presentation of information in the form of the shape of the room is deemed not to ... -
Prediksi Pertumbuhan Tanaman Akuaponik Menggunakan Length Features Extraction dan Multiple Linear Regression
(Universitas Sumatera Utara, 2021)Analisis pertumbuhan tanaman akuaponik masih dievaluasi secara konvensional oleh pengamatan manusia, yang bisa memakan waktu lama dan merusak tanaman. Dengan demikian, pengamatan menggunakan pengolahan citra digital dapat ... -
Optimasi Multi-Objective Menggunakan NSGA-II dalam Penjadwalan Mesin Produksi Flow Shop
(Universitas Sumatera Utara, 2015)Scheduling is an activity to allocate limited resources to finish the jobs. Scheduling process arise if there are limitations on available resources that requiring utilization the available resources efficiently. Generally, ... -
Analisis Penggunaan Algoritma Kohonen pada Jaringan Syaraf Tiruan Backpropagation dalam Pengenalan Pola Penyakit Paru
(Universitas Sumatera Utara, 2013)In this study, the research eruses the Kohonen algorithm in neural network backpropagation for pattern recognition of pulmonary disease to increase the process of learning (training) for a significantandaccurate ... -
Analisis Akurasi Algoritma Pohon Keputusan dan K-Nearest Neighbor (K-Nn)
(Universitas Sumatera Utara, 2013)The development of modern database technology has enabled large space of storage and this concept has become the background of the data mining applications. One of the main functions of data mining is the classification ... -
Analisis Konsep Virtualisasi pada Controller dalam Jaringan LAN berbasis Openflow
(Universitas Sumatera Utara, 2016)Software defined networking (SDN) is a concept in networking technology to simplify the management and control of the network. One of the implementation of the SDN concept is Openflow protocol, which the main idea is to ... -
Ontologi Populasi Teks tentang Penyakit Tanaman
(Universitas Sumatera Utara, 2014)The population is a set of text or text the word which has the same properties and become the object of the concept of knowledge and serve as inference . Ontology is a kind of modeling method is used to describe the ... -
Analisis Perbandingan Algoritma Support Vector Clustering (Svc) dan K-Medoids pada Klaster Dokumen
(Universitas Sumatera Utara, 2013)Data with such a large number of potentially result in errors in the presentation of information. Data processing documents also become an important issue at this time. Along with the increasing amount of data collected ... -
Modifikasi Speed-Up Robust Feature (SURF) dengan Histogram of Oriented Gradient (HOG) pada Klasifikasi Citra Blur
(Universitas Sumatera Utara, 2017)The human eye can directly distinguish objects from images. Such as animals, plants or inanimate objects that have been directly recognized by humans. However, the computer does not have the capability of such a human ... -
Analisis Kinerja Metode Gabungan Genetic Algorithm dan K-Means Clustering dalam Penentuan Nilai Centroid
(Universitas Sumatera Utara, 2017)The determination of Centroid on K-Means Algorithm directly affects the quality of the clustering results. Determination of centroid by using random numbers has many weaknesses. The GenClust algorithm that combines the ... -
"Klasifikasi Citra Mammogram Metode Ekstraksi Ciri Zoning Menggunakan Ssvm
(Universitas Sumatera Utara, 2016)Breast cancer is the most common cancer in women and the leading cause of death for women worldwide. The cause of breast cancer is still not clear that preventive methods specific to this disease can not be determined, ... -
Aplikasi Logika Fuzzy dalam Penentuan Kepuasan Pasien Rawat Inap (Studi Kasus RSU Herna Medan)
(Universitas Sumatera Utara, 2012)This thesis proposes an evaluation model of hospital services to patients, to the patient's role in providing input in the form of the response of what they felt during the service received from the hospital, in the ... -
Analisis Keamanan pada Kombinasi Protokol Secret Sharing dan Three-Pass
(Universitas Sumatera Utara, 2015)Abstract— Secret Sharing Protocol is a methode used for sharing or splitting a secret to 2 (two) receivers or many, so those splitted secret (shares) can’t be recognized by the receivers, unless they exchange their shares ... -
Deteksi Judul Berita Clickbait Bahasa Indonesia Menggunakan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2021)Online medias are one of the developments in internet technology and information providers that can be accessed by almost all people in Indonesia. According to the results by the Indonesian Internet Service Providers ... -
Sistem Pemantauan Kualitas Air pada Habitat Udang Hias Air Tawar
(Universitas Sumatera Utara, 2021)The amount of dissolved oxygen in water that comes from air absorption and photosynthesis is called Dissolved Oxygen (DO). Dissolved oxygen in water plays an important role in the process of food absorption by organisms ...