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Míry podobnosti pro nominální data v hierarchickém shlukování
Šulc, Zdeněk ; Řezanková, Hana (advisor) ; Šimůnek, Milan (referee) ; Žambochová, Marta (referee)
This dissertation thesis deals with similarity measures for nominal data in hierarchical clustering, which can cope with variables with more than two categories, and which aspire to replace the simple matching approach standardly used in this area. These similarity measures take into account additional characteristics of a dataset, such as frequency distribution of categories or number of categories of a given variable. The thesis recognizes three main aims. The first one is an examination and clustering performance evaluation of selected similarity measures for nominal data in hierarchical clustering of objects and variables. To achieve this goal, four experiments dealing both with the object and variable clustering were performed. They examine the clustering quality of the examined similarity measures for nominal data in comparison with the commonly used similarity measures using a binary transformation, and moreover, with several alternative methods for nominal data clustering. The comparison and evaluation are performed on real and generated datasets. Outputs of these experiments lead to knowledge, which similarity measures can generally be used, which ones perform well in a particular situation, and which ones are not recommended to use for an object or variable clustering. The second aim is to propose a theory-based similarity measure, evaluate its properties, and compare it with the other examined similarity measures. Based on this aim, two novel similarity measures, Variable Entropy and Variable Mutability are proposed; especially, the former one performs very well in datasets with a lower number of variables. The third aim of this thesis is to provide a convenient software implementation based on the examined similarity measures for nominal data, which covers the whole clustering process from a computation of a proximity matrix to evaluation of resulting clusters. This goal was also achieved by creating the nomclust package for the software R, which covers this issue, and which is freely available.
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Investment Decision Making of State and Local Governments
Kula, David ; Fotr, Jiří (advisor) ; Ochrana, František (referee) ; Potluka, Oto (referee)
The topic of this dissertation thesis is collection, analysis and evaluation of information about investment decisions making within public administration bodies. The investment decision making is examined in relation to allocation of public funds on investment activities and projects. The main goal of this thesis is to analyze and evaluate the current status of the investment decision making within the public sector. Subsequently the goal is to offer new or updated knowledge related to these issues, and bring recommendations to improve the investment decision making of public administration bodies. At first, there are described current knowledge in the field of investment decision making. This is followed by an analysis of assessment methods used for evaluation and selection of investment projects. The work is completed by recommendations for investment decisions making in the form of a normative model. The model should increase benefits of public investment expenses for society. There are used data obtained through a questionnaire survey of 430 subsidized firms, 169 state organizational units and state funds and 130 cities, boroughs and counties. Another important source of information was secondary data of selected ministries and agencies, legislation and literature.
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Work-life balance
Maturová, Inha ; Šmíd, David (advisor) ; Legnerová, Kateřina (referee)
This bachelor work focuses on adaptation process of new employees in a particular company. The goal is determination of adaptation process and comparison with needs of the company on onboarding field. A few methods of quality research were used in application part. The first one is analysis of internal documents related to adaptation process. The second is application and analysis of structured inquiry of head of human resources department of the company. Application part of the work brings evaluation of analysed adaptation process.
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The Asian financial crisis and post-crisis development of newly industrialized countries of Asia
Panchenko, Victoria ; Bolotov, Ilya (advisor) ; Černá, Iveta (referee)
This thesis analyzes the Asian financial crisis by providing a comprehensive view of the development of the economies of the Asian newly industrialized countries before and after the outbreak of the crisis. The aim of this paper is to explore and understand the causes of the crisis and derive practical lessons. The work is structured as follows. The first chapter is theoretical and defines newly industrialized countries by focusing on the characteristics of the economic and social status of these countries in a period of prosperity. The second chapter examines the financial crisis in 1997 - its origin, causes, indicators and progress. The last chapter discusses the impact of the crisis both on countries of Southeast Asia and on the world economy overall. Afterwards, summarizing of the lessons that can be learned from the Asian financial crisis and that remain urgent even nowadays is outlined.
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Using of the Care benefit by Users of Social services
ŠINÁKLOVÁ, Marie
The bachelor thesis deals with the widespread social benefit, the attendance allowance and problems associated with it, which implies the main objective of this work, to find out how or what for this allowance is used. This thesis consists of a theoretical and a practical part. In the theoretical part I focused mainly on the purpose, the principles and basic functions of the allowance. I have also described who is and who is not entitled to the allowance, and when such entitlement may extinguish. In this part, I also focused on what the allowance is intended for and what it has to be properly utilized for. Furthermore, I mentioned in my thesis the inspection in accordance with the Social Services Act and the means of protection applied by the state in order to prevent the abuse of the allowance. In the theoretical part, I also mentioned the history of this allowance when it still was an allowance for attending a close person. Due to the fact that the attendance allowance is intended for people who are disadvantaged in some way, I also put a chapter on disability into the theoretical part, where I gave a definition of disability, its types and forms or for example specific needs that result from such disability. In the second, practical part, the qualitative research method was applied. Data collection was conducted by questioning using the technique of a semi-controlled interview. Interviews were conducted with six communication partners that I have selected using the "snowball" method, so called accretion. The aim of this thesis was mainly to determine how or what for the attendance allowance is used by ist beneficiaries. Whether the amount of the attendance allowance is sufficient for its users to cover the costs of providing the social service. Whether users because of the low value of the attendance will be required to limit their individual needs and interests in some way. Whether users have identified some changes after the amendment of the Social Services Act. For the above objectives I tried to get the answers needed to solve the respective issue.
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Height measurement in the northern area of mining areas Doubrava and Karviná Mines In 2016
Kajzar, Vlastimil ; Waclawik, Petr ; Staš, Lubomír
In the northern area of mining areas Doubrava and Karvina mines on the border RA Detmarovice and Doubrava are implemented, the mining activities. For this reason, in order to detect possible effects of the mine to the surface and surface objects twice a year height focuses, points in this area stable. From 2014 he was a contractor for these works chosen by the Institute of Geonics, v.v.i., Ostrava. In August and November 2016 survey conducted campaigns planned this year, during which it conducted a total of 4 highrise focus of inter-related leveling routes, which are formed by these points. Highrise points are stabilized in the area of interest in several ways - usually in steel design height marks on buildings, then as an iron bolt concreted in the ground or using nails driven into the concrete foundation or other alternative means. Distribution points in the area of interest is indicative captured in the map appendix. Existing trace and focus points are highlighted in green, yellow trace inaccessible points, refocused points in red and violet points that have occurred to their long term disablement or destruction. Each zaměřovaných points in order to trace the terrain carefully documented (GPS coordinates, photos, text description) and registered. These documents are available from the contractor.
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Old or new in the Antonín Dvořák´s Serenade op. 44
Kolátorová, Petra
The paper considers the genre of the orchestral serenade in the context of reflections on “old” and “new”. The serenade form was rediscovered for the 19th century by the German composer Johannes Brahms, who built on the legacy of Viennese classicism. In the case of Antonín Dvořák’s Serenade for Wind Instruments, op. 44, it is also possible, on the basis of analysis and historical connections, to speculate about classicist models, specifically Wolfgang Amadeus Mozart’s Serenade in B Flat Major, KV 361/370a. Dvořák took Brahms’ initiative a step further, with his Serenade op. 44 presaging the trend in development towards neoclassicism, which, however, was to come much later.
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Introduction to bio art
Šperanda, Nina ; SILVERIO, Robert (advisor) ; JANOŠČÍK, Václav (referee)
Bio art is a contemporary art practice that works with living organisms (except humans) or is created in cooperation with living organisms. It is relatively new art movement that is rooted deeply inside the history of evolution, domestication of animals and plants, technological discoveries, their development and science. Never before was art questioning its ethics and aesthetics in such profound, molecular and sub-molecular way.
In this work I will consider the historical influences and conditions that led to current developments in the field. I will also try to explain the problematics of defining what bio art is and try to clarify the associated terminology. Most relevant and ground breaking works in the field will be mentioned as some new recent developments.
Aesthetics of bio art is also an important subject often set aside by the ado around ethics of it. It is an extremely important subject to be considered when talking about bio art and I will try to sketch out a brief outline of it with references to philosophy and contemporary bio art theory.
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Activities and functioning of New web organization
Tyl, Jan ; PROKOP, Petr (advisor) ; SULŽENKO, Jiří (referee)
Abstract
Bachelor thesis Activities and functioning of New Web organisation aims to detailed analysis of this culture network. What paths choose, how fulfills its visions, etc. Describe the formation of the organization, motivations and partial steps, which New web takes for its funcioning. How partial sections of this organism thinks and how cooperate.
Also this thesis deals with organization structure of New web. Collectively write an overview of activities this network. Uncover sources of funding. All in relation with functioning of another culture networks in Europe. Concretely IETM, Trans Europe Halles and IN SITU organizations. In conclusion wants to outline future direction of New web organization.
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Nutrition of pregnant - reccomendation and reality
FAJMONOVÁ, Simona
For my bachelor thesis I have chosen the theme : Nutrition of pregnant women recommendations and reality. The theoretical part includes the specifics of nutrition in preconception period and pregnancy, risk groups of pregnant women, high-risk behavior and a chapter about dietary supplementation in pregnancy. Pregnancy is an important period in a woman's life. The changes that accompany pregnancy also impose increased demands on the supply of the body with nutrients. I have chosen the method of a survey for the processing of the research part of my thesis. The practical part includes the results of the survey, which was attended by 80 women in the 7th-9th month of pregnancy. The questionnaire asked for basic information besides the weight, height and weight gain in pregnancy, also eating habits, fluid intake, inadequate habits (alcohol, smoking), use of dietary supplements, awareness of pregnant women and their physical activity. The questionnaires were processed in Microsoft Excel using tables and graphs. All collected pieces of information about dietary habits were compared with the recommendations for pregnant women. The aim of this thesis was to find out what is the reality of eating habits of pregnant women compared with recommendations. Another aim was to determine, whether pregnant women are well informed about the nutrition recommendations during their pregnancy and where they get the information from. Further aim was to explore, whether pregnant women use nutritional supplements before or during pregnancy and what kind of them. The last aim was to determine some of the bad habits during pregnancy (e.g. alcohol , smoking). The results of the questionnaire survey showed that by the majority of pregnant women the reality and recommendations coincided in water intake and beverage preference. Most of them preferred water or tea. Coffee consumption was also by the majority of them problem-free. Eating meat and eggs corresponded with the recommendations for a large group of respondents. As for legumes, fish and fish products, their consumption corresponded with the recommendations by only about half of the women. Eating fruits and vegetables were in the majority of pregnant women unfortunately insufficient as well as the consumption of milk and dairy products, nuts and seeds. It would be very appropriate to increase consumption of these groups of food. Conversely, the consumption of sausages and sweets, which turned out to be more frequent, should be reduced . Most women were well informed about the nutrition recommendations during their pregnancy, in most cases from the media or pregnancy counseling from a doctor. Here, I would suggest creating a website for pregnant women offering really reliable information. Nutritional supplements related to pregnancy were used by about half of the respondents. Only less than a half of the surveyed women supplemented folic acid in preconception period. I would suggest to create some information leaflets about the suitability of folic acid supplementation in preconception period and place them in the gynecological outpatient's clinics . Pregnant women ordinarily didn't smoke and consume alcohol. Occasional alcohol consumption stated 14 % of women. It seems that women are informed enough about the risk of smoking and alcohol consumption.
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