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Biomedical data visualization using Matlab
Zvončák, Vojtěch ; Mekyska, Jiří (referee) ; Galáž, Zoltán (advisor)
The thesis deals with the visualization of biomedical data in MATLAB environment. The thesis contains following statistical methods and their descriptions: P-P plot, Q-Q plot, histogram, box plot, kernel denstity estimation, scatter plot and several time series metrics. Some functions are programmed from buil-in functions of MATLAB and others using external functions, which are changed to fit to this thesis’s purpose. First part of the thesis conserns theoretical background, whereas the second part conserns practical programmed realizations of mentioned functions. The program contains a graphical user interface - GUI, which the thesis describes in detail. The purpose of the GUI is to ensure ease of use and also data processing. The output graphs of GUI are shown in chapter 5. The last part deals with the possible extensions of the program.
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Components for visualization of correlations for IVIS framework
Töpfer, Michal ; Bureš, Tomáš (advisor) ; Kofroň, Jan (referee)
As the number of IoT devices connected to the internet grows, the amounts of data which need to be analysed and visualized also increase. One of the frameworks for creating complex configurable visualizations is IVIS, a web-based open-source framework developed at D3S, MFF UK. In this thesis, we develop and implement components for scatter plot, bubble plot, heatmap chart and histogram chart, which did not exist previously in the framework. These components can be used to visualize correlations among data and to display prop- erties of data distribution. Special emphasis is given to interactivity and configurability of components and a detailed description of the configuration options is provided. We also create a set of examples to show how to use the newly added components together with existing parts of the framework. Existing charts in the framework are also enhanced with the newly introduced concepts. 1
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Biomedical data visualization using Matlab
Zvončák, Vojtěch ; Mekyska, Jiří (referee) ; Galáž, Zoltán (advisor)
The thesis deals with the visualization of biomedical data in MATLAB environment. The thesis contains following statistical methods and their descriptions: P-P plot, Q-Q plot, histogram, box plot, kernel denstity estimation, scatter plot and several time series metrics. Some functions are programmed from buil-in functions of MATLAB and others using external functions, which are changed to fit to this thesis’s purpose. First part of the thesis conserns theoretical background, whereas the second part conserns practical programmed realizations of mentioned functions. The program contains a graphical user interface - GUI, which the thesis describes in detail. The purpose of the GUI is to ensure ease of use and also data processing. The output graphs of GUI are shown in chapter 5. The last part deals with the possible extensions of the program.
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