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Automatic Cryptocurrencies Trading
Vorobiev, Nikolaj ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
This thesis focuses on the trading in the cryptocurrency market. The theoretical part of the thesis describes the principles of trading, technical analysis, trading systems and recurrent neural networks. After conducting a search of brokers, Binance is chosen as a trading broker and real-time data provider; CryptoDataDownload is chosen as a historical data provider. After getting acquainted with the technologies used, elements of information trading systems are designed, enabling communication with remote servers and with each other, for the purpose of trading, obtaining and concurrent processing of user's, historical or real-time data. The resulting systems should provide to the user manual, semi-automatic (according to the plan) or automatic (according to the decisions of recurrent neural network, learned on historical data) trading and ability to respond to a change in the market. Furthermore, the thesis moves to the practical level, including implementation and experiments on created systems. In the final part of the thesis, the results are evaluated and the possibilities for improvement and expansion are described.
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Web Application for Takeways in Times of Covid19 Quarantine
Žák, David ; Rozman, Jaroslav (referee) ; Hrubý, Martin (advisor)
The aim of this thesis is to create a web application enabling management of offers and orders for businesses affected by the Covid-19 pandemic. The application is implemented using Vue.js, PHP and MySQL. The thesis consists of a theoretical and practical part. The theoretical part focuses on current possibilities of web application development and technologies used in this thesis. The practical part describes the designing process, implementation and testing of the application. The resulting application allows customers to browse through offers and to place an order. Additionally, for individual business it provides an option of managing their offer, orders and settings through the administration.
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Implemenation of a Game Theory Library
Židek, Stanislav ; Peringer, Petr (referee) ; Hrubý, Martin (advisor)
Game theory has become very powerful tool for modelling decision-making situations of rational players. However, practical applications are strongly limited by the size of particular game, which is connected to the computational power of computers nowadays. Aim of this master's thesis is to design and implement a library, which would be able to find correlated equilibria in as complex non-cooperative games as possible.
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Automatic Evaluation of Multi-Biometric Systems
Štupák, Richard ; Hrubý, Martin (referee) ; Mráček, Štěpán (advisor)
The objective of the bachelor thesis is evaluation of multi-biometric systems and types of fusion on biometric data. First part explains terms from biometric and multi-biometric systems. Next part describes concept and implementation of individual parts of application. Last part contains experiments with developed application on test data. Purpose of testing was to confirm, that application can find type of fusion with better results.
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Testing of Indicators for Technical Analysis in Stock Market Trading
Kaděra, Miroslav ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
The topic of this thesis is testing of indicators for technical analysis, done from the point of view of their suitability for automatic stock market trading systems. The thesis tests behaviour of simple moving average, exponential moving average and the RSI indicator. A simple automatic trading system was made for each indicator. Profitability of the system was tested for various parameters of the used indicator. The testing was realized using real historical data of more than ten years historical period. The results show that profitability of the system can be increased by tens of percent. Even though for stable profitable trading the trader should work out a lot of other rules than just indicator parameters.
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RSS Reader for iOS
Bogdanchikov, Iaroslav ; Rozman, Jaroslav (referee) ; Hrubý, Martin (advisor)
The aim of this work is to create a mobile application for iOS operating system for easy following, reading and storing/archiving of stories from news sites and blogs accessed through web feeds in RSS format. The application is implemented in Swift programming language. Apple's Core Data application framework was used for data persistence. The work consists of theoretical and practical parts. The theoretical part describes the RSS format and principles of programming an application for iOS operating system. The practical part contains description of design, implementation and testing of the application. The resulting application provides user with a simple instrument to work with RSS channels and stories, and by following the Apple Human Interface Guidelines the application fits naturally in iOS ecosystem.
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Framework for a Web Internet Service
Hájek, Filip ; Smrčka, Aleš (referee) ; Hrubý, Martin (advisor)
The goal of this thesis is to design and implement a containerized web service, which provides the ability to create and run users' tasks. The task is only an abstraction over some particular implementation of computation. The task runs as a Docker container. The thesis also implements user management and the method of running task charging. The system architecture consists of a REST API web server and a user web environment. Worker applications are an essential component of the system. They start user tasks assigned by the server. The system was implemented using the .NET 6 framework in programming language C#. The run of the service has been simulated in a Docker environment. The service integrates existing Auth0 and Google Cloud Storage services. The result is an internet service deployed on a public cloud server.
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Cooking Advisor for iOS
Vaďura, Martin ; Rozman, Jaroslav (referee) ; Hrubý, Martin (advisor)
The bachelor thesis deals with the design and implementation of a mobile application for iOS devices that allows easy sharing of recipes. The design was developed in diagrams or Figma tool. The implementation is in swift language using CoreData, CloudKit, VisonKit, SwiftUI frameworks. The focus in the design and implementation was on usability, extensibility and synchronization with cloud storage in sync with persistent storage. The thesis discusses iOS application development tools, analysis of each technology, design and implementation of the application and finally testing of the application.
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Library of UI Components for Developing Applications in iOS
Salih, Adam ; Zbořil, František (referee) ; Hrubý, Martin (advisor)
In this thesis I analyse and implement a set of frequently used components that are not part of the standard set of user interfaces. Then I implement these components using the UIKit and SwiftUI libraries. In this work I also focus on the implementation of strongly typed data models. In the end I verify the implementation of the set of components on a demonstration application.
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Analysis of Market Results
Jakubík, Martin ; Hrubý, Martin (referee) ; Rozman, Jaroslav (advisor)
This thesis deals with the analysis of trading results generated by trading on the stock exchange. Introductory section explains the issue of expert advisors and position sizing models. The next section deal creation expert advisor and creation of library for position sizing models. Knowledges are analyzed in the test part of the work. Finally, we apply knowledges to automatic evaluation of risk to the trading system.
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