Master Theses
Master Theses
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Now showing items 141-160 of 624
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Optimasi Kontrol Motor Induksi Menggunakan Metode Fuzzy dan Algoritma Genetika
(Universitas Sumatera Utara, 2017)Conveyor performance in a production process of an industry is really affected in optimizing the production. The use of conveyor is cannot be separated with the conveyor driving motor, so the ultimate condition of the ... -
Analisis Patially Mapped Crossover Algoritma Genetika dalam Mengoptimalkan Pembelajaran Backpropagation Neural Network
(Universitas Sumatera Utara, 2016)Backpropagation Neural Network a computational method that is reliable and capable of accurately recognizing patterns but old in the process of training. Behind the success of backpropagation neural network as one of the ... -
Analisis Perbandingan Klasifikasi dengan Metode Decision Tree dan Naive Bayes
(Universitas Sumatera Utara, 2014)Data mining is a process to discover useful information from a collection of large databases. One of the techniques that exist in data mining is classification. By applying classification techniques on student satisfaction ... -
Pengukuran Kinerja Partially Mapped Crossover dan Cycle Crossover pada Genetic Algorithm
(Universitas Sumatera Utara, 2014)Traveling Salesman Problem (TSP) is a classical combinatorial optimization problem which is becoming a standard for testing computational algorithm. Many methods can be used to solve the TSP, one of which is a Genetic ... -
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 ... -
Model Prediksi Data Besar Distribusi Produk Farmasi: Analisis Kinerja Model Deep
(Universitas Sumatera Utara, 2022)As the company's business goes on, the problems in storing and processing big data will become more complex. Unorganized data can cause companies to fail in maximizing sales strategies. One approach to maximize the sales ... -
Model Pengukuran Tingkat Efisiensi Pembangunan dan Pengembangan Ict di Indonesia Berdasarkan Dea Dengan Metode CCR yang Dimodifikasi
(Universitas Sumatera Utara, 2022)Data Envelopment Analyis (DEA) is a non-parametric mathematical programming technique that is useful for measuring the efficiency of the Decision-Making Unit (DMU) of an organization. The DEA model invented by Charnes, ... -
Analisis Klasifikasi Serangan Intrusi Menggunakan Skema HGN
(Universitas Sumatera Utara, 2016)Intrusion detection is an action to monitor and analyze network traffic. In conducting monitoring and analysis, intrusion detection system should have early detection against intrusion attacks. This research uses HGN ... -
Teknik Kombinasi Algoritma One Time Pad (OTP) dan RSA untuk Mengamankan Pesan
(Universitas Sumatera Utara, 2014)Algorithm one Time Pad (OTP) is a symmetric algorithm and key length which plainteksnya same length, this has resulted in the decline in the level of security when the plaintext message is getting long. RSA is an asymmetric ... -
Penentuan Rute Terpendek antar Kabupaten dalam Provinsi Aceh Menggunakan Algoritma Hill Climbing
(Universitas Sumatera Utara, 2013)Determination of the shortest routes of land transportation is very needed by the general public. These are places where vehicles do towards the end of the beginning. Someone determine the initial places where it is ... -
Analisis Kebutuhan Lebar Pita Wireless Local Area Network Access Point (WLAN-AP) dengan Metode Adaptive Bandwith
(Universitas Sumatera Utara, 2011)Wireless LAN technology is one of the devices for information technology. Wireless LAN technology is one of the devices for information technology. In this study discussed the Access Point is a device that connects ... -
Analisa Reduksi Atribut pada Algoritma K-NN dengan PCA dan Gini Index
(Universitas Sumatera Utara, 2022)The success of increasing the accuracy of the dataset using the distance model is very influential on all attributes, so it greatly affects the accuracy of the data. Principal Component Analysis (PCA) and Gini Index ... -
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 ... -
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 ...
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