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Analysis of business data using methods of pattern recognition
Prišť, Lukáš ; Burget, Radim (referee) ; Atassi, Hicham (advisor)
This project explores basic methods of time series analysis and decomposition of these series using the additive model. It describes creation of classes for generating and decomposition of time series in Python. This project also guides the reader through creation of Matlab user interface which is used to generate time series and mark chosen parameters. I also go through implementation of functions for time series decomposition previously created in Python. I chose seven parameters of which I kept track. I also chose general features for representing chosen parameters as well as features which were chosen carefully for each parameter. Every time series generated by this user interface are then used to train a program, which classifies them for semantic description. After training the created model was used to predict chosen parameters of previously unknown time series.
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Modelování nezaměstnanosti v zemích V4
Novotný, Ondřej
This bachelor's thesis deals with the problems of unemployment in the countries of the Visegrad Group. The main aim of this work is to investigate the development of unemployment and employment policy expenditures with potential impacts that these expenditures on unemployment may have. The theoretical part deals with the various types of unemployment, its potential impacts and are also introduced measures, whose aim is to limit the rise of unemployment. The practical part describes the development of two basic macroeconomic indicators of each of the countries of the Visegrad Group, it is effect a forecast of the future development of unemployment for the three monitored groups and then it is monitored the development of the expenditures of individual countries on employment policy.
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Socioekonomicky slabší mikroregiony JMK: analýza vybraných demografických a ekonomických ukazatelů
Blahová, Ivana
The following bachelor thesis focuses on analysis of the selected demographic and economic indicators in socio-economically disadvantaged microregions such as Vranovsko, Hornacko and Mala Hana in the years 2001-2011. In this timeframe the indicators of population trends, age index, level of entrepreneurial activity, unemployment rate are being analyzed and compared to those in the South Moravian Region. Their socio-economic situation is evaluated on the basis of the obtained data. The evaluated microregions are further subjugated to analysis of the basic demographic processes displayed by dint of the demographic characteristics (birth rate, mortality, natural reproduction, migration). By using of the time series compensation method and suitable mathematic function their development trend is predicted until the year 2020.
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Ekonometrické modelování pracovní migrace v rámci České republiky
Drápalová, Zuzana
Presented diploma thesis examines the issue of labor migration in the Czech Republic. The first part focuses on the theoretical background and basic concepts related to the labor migration. Above all there are described individual models used to explain the working migration in different countries. The next part focuses on the actual development of the labor migration in the Czech Republic. First, there is described the development of labor migration in the Czech Republic between years 2000 and 2011. Subsequently, on the basis of statistical data, is described a model of labor migration in the Czech Republic. The conclusion summarizes the impact of immigration on the Czech economy and on the labor market.
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Vývoj nezaměstnanosti ve vybraných okresech Moravskoslezského kraje
Kubíčková, Klára
The main object of my bachelor theses is analysis of unemployment in the Moravian-Silesian region in years 2002-2013 in the three selected districts. The first part deals with the types of unemployment and integrates these types in the context of government policy. The following unit deals with the characteristics of basic unemployment rates, statistical concepts and explanation of the methodology that I used in the practical part. Then I briefly characterized the Moravian-Silesian region, township Karvina, Opava and Ostrava city. With selected statistical methods I examined development of unemployment rates and focused also on forecast of future development.
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Komparace vývoje nezaměstnanosti ve vybraných ORP Jihomoravského kraje
Cahová, Alice
Cahová, A., Comparison of unemployment in the selected municipalities with extended powers of South Moravian Region. Diploma thesis. Brno: Mendel University in Brno, Faculty of Regional Development and International Studies, 2014. The subject of the diploma thesis is to compare the evolution of unemployment in administrative districts of municipalities with extended powers Židlochovice and Hodonín. The work is divided into two main parts and as the processing method is used the statistical analysis. The first part contains theoretical issues related to unemployment. There are defined basic concepts, such as the labor market, supply and demand for labor, unemployment itself, its division, measurement and implications. Crucial practical part is focused on comparing the evolution of unemployment by age, educational attainment and the period of registration of candidates at the employment office. In conclusion, using the method appropriate adjustment of time series trend function is predicted unemployment rate in the coming years.
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Demograficko-socioekonomická analýza kraje Vysočina
Váňová, Hana
This final work is dedicated to analysis of the demographic-socioeconomic indicators in the Region Vysocina in the period of time 2001 till 2013. The analysis focuses on the structure and dynamics of the population and the labor market situation. There are evaluated factors associated with number of people, its development (birth rate, mortality, migration) and movement (inward and outward commuting to work and schools) and population structure by age. The thesis also focuses on economic structure of population and indicators characterizing the labor market, such as the rate of registered and long-term unemployment and the ratio of supply and demand in the labor market. Appropriate feature of the trend for prediction of the future development until 2020 is used at selected characteristics. From the collected data it is evaluated the socioeconomic condition of Region Vysocina and conclusions serving as recommendations for improving of the situation on the given area.
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Vývoj nákladů na knihovní fond a jejich souvislost s registrovanými čtenáři vybrané knihovny
Antošová, Irena
Antošová, I. Development of costs of the library fund and their connection with registered readers of a selected library. Bachelor thesis. Brno: Mendel University, 2015. This bachelor thesis deals with the analysis of development of costs of the library fund and development of number of registered readers in a selected library from 1999 to 2014. Possible influence between observed variables is verified. The theoretical part describes sources of financing in libraries. Another section explains methods of time series and regression analysis. The practical part of the thesis evaluates the development of time series and it also determines the predictions for 2015. Possible influence between the number of readers and the costs of the library fund is investigated at the end of the practical chapter.
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Vývoj cen na českém organizovaném trhu s elektrickou energií
Bajerová, Leona
This bachelor thesis deals with electricity prices progress on the organization market in the Czech Republic, speciffically daily spot prices. The theoretical part describes Czech electricity market and the theory of time series. There is monitored the progress of daily spot prices of electricity in the practical part. Finally, I construct the prediction on the next month in my thesis. Suppliers of electricity can use the prediction when they make a decision about buing the electric power.
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