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Time series analysis using deep learning
Hladík, Jakub ; Kolařík, Martin (referee) ; Uher, Václav (advisor)
The aim of the thesis was to create a tool for time-series prediction based on deep learning. The first part of the work is a brief description of deep learning and its comparison to classical machine learning. In the next section contains brief analysis of some tools, that are already used for time-series forecasting. The last part is focused on the analysis of the problem as well as on the actual creation of the program.
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Appraisal system in organization Ipsos s.r.o.
Hladík, Jakub ; Stříteský, Marek (advisor) ; Šilerová, Lenka (referee)
The target of this thesis is to revise current appraisal system at company Ipsos s.r.o., evaluate it on a basis of comparation with theoretical principles and based on analysis of data, obtained by questioning in form of interviews or surveys, come up with optimalization. In the theoretical part, I will draw up the informations from the literature, describe the criteria of evaluation, the procedures used and also the differences between the evaluation of the subordinates and the evaluation of the managers. In the practical part, the information will be drawn from IPSOS s.r.o. materials, from the interviews of the evaluators and from the staff of the Human Resources Department as well.
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Literary Criticism and Journals 1945 -1948
Hladík, Jakub ; Merhaut, Luboš (advisor) ; Špirit, Michael (referee)
1 SUMMARY The present thesis deals with cultural and cultural-political journals published between May 1945 and February 1948, as well as polemics that went on during that period. The thesis consists of two interconnected parts - the journals' profiles and the literary-historical introduction that analyzes certain important issues and problems in regard to the journals and selected personalities, placing them in the contemporary social context.
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Listy, čtvrtletník pro umění a filosofii 1946-1948 (The History and Development of the Review, bibliography)
Hladík, Jakub ; Špirit, Michael (advisor) ; Holý, Jiří (referee)
The present thesis deals with three volumes of Listy, review for arts and philosophy, edited by Jindřich Chalupecký and, subsequently, co-edited by Jan Grossman and the undisclosed editorial board, published in 1946-48 first as a quarterly, later as a monthly. The main focus of the thesis is on the description of single issues, their analysis, outline of the articles and general depiction of the goals the editorial board attempted to fulfill. Furthermore, the thesis analyzes the contemporary literary context and the place of Listy within it. The thesis also includes the review's annotated bibliography with the author and subject indexes.
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Tool for deep neural network design
Hladík, Jakub ; Harár, Pavol (referee) ; Uher, Václav (advisor)
The aim of this thesis was to create a program for visualization of artificial neural networks. The first part contains definition of artificial neural networks, comparison with biological neural networks and comparison with processors used in personal computers. Also contains brief description of their function and advantages/disadvantages of artificial neural networks. The second part contains brief explanation of deep learning. There are described methods and models used for learning. The third part contains introduction to Caffe framework and summary of the most frequently occuring layers in neural networks, that are created by using Caffe. Next part contains brief analysis of created program as well as detailed description of classes, that program contains.
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