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Feature extraction from image data
Uher, Václav ; Beneš, Radek (referee) ; Burget, Radim (advisor)
Image processing is one area of signal analysis. This thesis is involved in feature extraction from image data and its implementation using Java programming language. The main contribution of this thesis lies in develop features extractors and their implementation in the program RapidMiner. The result is a robust tool for image analysis. The functionality of each operator is tested on mammogram images. A function model was developed for the removal of artifacts from the mammography images. The success rate of removal is comparable with other similar works. Furthermore, learning algorithms were compared on example detection of ventricle in ultrasound image.
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A System for Monitoring Vehicle Fuel Consumption
Lazárek, Zbyněk ; Kolář, Dušan (referee) ; Burget, Radek (advisor)
The aim of this thesis is to create a system that can detect fuel theft from vehicles. The systemconsists of a hardware device located in the monitored vehicles and information systemthat makes it possible to determine when and where the theft occurred. The thesis describesthe components of the hardware device and individual functionalities of the informationsystem.
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Single-Page Application Generator for Improving Maintainabilty
Ďurčanský, Norbert ; Burget, Radek (referee) ; Polčák, Libor (advisor)
This diploma thesis deals with developing generator for single-page applications. Before developing the application it was necessary to identify problem areas that prevent the development and describe tools that make it easy to create, test, maintain, and deploy single-page applications. Based on the obtained information, the generator Create Sbspa is designed and implemented to efficiently create single-page applications and help to eliminate development problems. It generates configuration and code from semantic templates. The generator is available through a user interface that splits the templates into the groups by applicability. The generator was designed with the need for simplicity and clarity to enable efficient integration with new features. This work also includes design and implementation of the example app which shows features and benefits of the generator.
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Information System for a Language School
Sikora, Martin ; Burget, Radek (referee) ; Rychlý, Marek (advisor)
The main goal of this thesis is to design and implement an information system for a language school, which will replace the existing data processing in Microsoft Excel tables. The system will work with language school's data like courses, translation, staff, books, customers and makes management work easier. The most of the processes will be accelerated or automated. It will also notify management for upcoming translations' deadlines or employees' ending contracts.
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On Popularity of Web Browser JavaScript APIs
Schauer, Marek ; Burget, Radek (referee) ; Polčák, Libor (advisor)
In this work we present the design and implementation of a platform for automated measurement of the use of JavaScript APIs in a web browser. This platform is based on OpenWPM, which is used to instrument the web browser. In our architecture, the browser is extended with a modified Web API Manager extension, which allows to capture calls to JavaScript methods and log information about these calls. The platform was used to perform measurements on a 10,000 websites. From the analysis of the data obtained by the measurement, we found that the most used APIs over measured websites are APIs specified in HTML and DOM standards, High Resolution Time API and Web Cryptography API. Within the APIs that were implemented in Mozilla Firefox after 2016, we identified the Intersection Observer API, Background Tasks API and Resize Observer API as the most frequently used.
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Knowledge Discovery from Time Series
Krutý, Peter ; Burget, Radek (referee) ; Bartík, Vladimír (advisor)
This thesis is focused on the field of knowledge discovery from data, specifically from time series. Main objective is to research Python programming language support in this area and then design and implement an application that will allow to demonstrate and compare selected methods. Methods are demonstrated in experiments using appropriate data set. The output of the thesis is a comparison of methods for specific tasks and the application implementing selected methods.
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Information System for Software Licences
Nejedlý, Jakub ; Masařík, Karel (referee) ; Burget, Radek (advisor)
This work treats the creation of an information system for software license management. The ordering company is Codasip, which deals with processor manufacturing and creation of related software tools. This company has been using its web portal and licenses management system is its expanding module. That is why the source code of the project is written, as well as the original web interface, in PHP language, using the Nette Framework. Moreover there is the LM-X technology of software licensig described here and so the deployment in a rival solution. The specifications of the product by X-Formation and Codasip's requirements are setting the basics for license system design. The design itself and the description of the implementation according to MVP design pattern, are part of this work.
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New Layout Methods in a CSS Rendering Engine
Novák, Ondřej ; Bartík, Vladimír (referee) ; Burget, Radek (advisor)
The goal of this thesis is to explore the CSSBox experimental rendering engine, to study new ways of layout the content of web pages, which are Grid layout and Flexbox layout, using CSS language and to design appropriate modifications for their integration into CSSBox library. At first, the CSS language is described, including detailed descriptions of the new layouts, followed by a proposal for the solution itself. The thesis also deals with a detailed description of the implementation part, which is then tested on a test set. The conclusion of the thesis evaluates the results, including the reported shortcomings and other possibilities for development.
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Grid Layout Implementation in a CSS Rendering Engine
Novák, Ondřej ; Bartík, Vladimír (referee) ; Burget, Radek (advisor)
The goal of this thesis is to study the architecture of the CSSBox experimental rendering engine and propose a way to expand library with new options of grid layout content. The opening chapters contain an overview of problematics and subsequently a solution is proposed. The proposed architecture is implemented and tested. The conclusion is dedicated to evaluation of results and options futher development are outlined.
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Web Interface for a Database of Events
Hanzlík, Tomáš ; Křivka, Zbyněk (referee) ; Burget, Radek (advisor)
This work includes the design and implementation of a web application that serves as an interface between users and data aggregated from social networks. In the web interface, an emphasis is placed on displaying large amounts of data and browsing through filters. It consists of the JavaScript client part written in Vue.js and Nuxt.js and the server part of the Django REST framework that serves as a data source.
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