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Analysis of Classification Methods
Juríček, Jakub ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor)
This work deals with the classification methods used in the knowledge discovery from data process and discusses the possibilities of their validation and comparison. Through experiments, the work focuses on the analysis of four selected methods: Naive Bayes classificator, decision tree, neural network and SVM. Factors influencing basic characteristics such as training speed, classification speed, accuracy are examined. A part of the thesis is a desktop application, which is a tool for training, testing and validation of individual methods. Eleven reference data sets are selected for experimental purposes. At the end of this work experimental results of comparison and observed characteristics of classification methods are summarized.
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System for Guarding and Securing of Objects and Areas Based on Arduino Platform
Juríček, Jakub ; Šimek, Václav (referee) ; Strnadel, Josef (advisor)
This bachelor`s thesis deals with the analysis, design and implementation of a system, that can be used to secure objects, in order to detect and report a potential threat. Emphasis is placed on the ability to control and configure the system and on its easy adaptability to various objects. Part of the thesis is focused on analysis of a fictitious object, on which the appropriate location of the sensors is shown. The design is carried out on the Arduino platform and with the use of various types of sensors and controls, a first-level functional alarm system is capable to monitor case, movement, fire or temperature disturbance and immediately report this fact both acoustically and visually. Configuration interface is used to set system properties. The solution is tested in a complex way on a particular object with a fixed number of sensors.
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Analysis of Classification Methods
Juríček, Jakub ; Zendulka, Jaroslav (referee) ; Burgetová, Ivana (advisor)
This work deals with the classification methods used in the knowledge discovery from data process and discusses the possibilities of their validation and comparison. Through experiments, the work focuses on the analysis of four selected methods: Naive Bayes classificator, decision tree, neural network and SVM. Factors influencing basic characteristics such as training speed, classification speed, accuracy are examined. A part of the thesis is a desktop application, which is a tool for training, testing and validation of individual methods. Eleven reference data sets are selected for experimental purposes. At the end of this work experimental results of comparison and observed characteristics of classification methods are summarized.
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System for Guarding and Securing of Objects and Areas Based on Arduino Platform
Juríček, Jakub ; Šimek, Václav (referee) ; Strnadel, Josef (advisor)
This bachelor`s thesis deals with the analysis, design and implementation of a system, that can be used to secure objects, in order to detect and report a potential threat. Emphasis is placed on the ability to control and configure the system and on its easy adaptability to various objects. Part of the thesis is focused on analysis of a fictitious object, on which the appropriate location of the sensors is shown. The design is carried out on the Arduino platform and with the use of various types of sensors and controls, a first-level functional alarm system is capable to monitor case, movement, fire or temperature disturbance and immediately report this fact both acoustically and visually. Configuration interface is used to set system properties. The solution is tested in a complex way on a particular object with a fixed number of sensors.
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The beginnigs of trumpet playing
JUŘÍČEK, Jakub
The thesis deals with the history of the instrument from prehistory to the present and introduces the basic types of today used trumpets. It also describes the methodology, which is mainly based on the Textbook of playing the trumpet written by Michal Krčma and Antonín Vaigl and The Art of Brass Playing by Philip Farkas. The thesis mainly handles individual chapters on the methodology of playing the trumpet such as breathing in general, proper breathing when playing the trumpet, embouchure function, mouthpiece positioning, jaws and muscles involved when playing the trumpet, dry or wet lips problematics, mouthpiece excessive pushing issues and finally the right body stance when playing the instrument.
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