The main aim of the master thesis is to compare of different methodologies of financial health models and bankruptcy prediction models and their cause to company classification. The work deals with the applicability of models on the sample of 45 prosperous companies and 45 companies that were initiating in insolvency process. Sample contain about 33 % companies from building industry, 33 % retail, 16,7 % manufacturing industry and 16,7 % of the other industries mainly services. The special kind of contingency table - the confusion matrix - is used in the methodology to calculate sensitivity, specificity, negative predictive, false positive rate, accuracy, error and other classification statistics. Overall model accuracy is obtained as a difference between accuracy and error. Dependencies of models are acquired based on Pearson´s correlation coefficient. The changes (removing of grey zone and testing new cut-off points) in models are tested in the sensitivity analysis. In practise part there are about 12 financial models calculated (Altman Z´, Altman Z´´, Index IN99, IN01 and IN05, Kralicek Quicktest, Zmijewski model, Taffler model and its modification, Index Creditworthiness, Grunwald Site Index, Doucha´s Analysis). Only two financial indicators (ROA and Sales / Assets) in results were important as crucial part for more than one model. Then are classifications of companies in models determined. It shows that the best models according to overall accuracy are Zmijewski and Altman´s Z´´. On the other hand the worst models are index IN99 and both versions of Taffler´s model. The classification is not caused excessively by extreme values, year of the model creation or country of the origin (hypothesis 1). Based on results it is suggested that the bankruptcy prediction is an accurate forecaster of failure up to three years prior to bankruptcy in most examined models (hypothesis 2). It is observed that the type of model and industry influence the classification of models. In the end, the changes based on sensitivity analysis in the worst companies are made. All of three changes have increased overall classification accuracy of models.

In this thesis, we compare the bag of words approach with doc2vec doc- ument embeddings on the task of classification of book genres. We cre- ate 3 datasets with different text lengths by extracting short snippets from books in Project Gutenberg repository. Each dataset comprises of more than 200000 documents and 14 different genres. For 3200-character documents, we achieve F1-score of 0.862 when stacking models trained on both bag of words and doc2vec representations. We also explore the relationships be- tween documents, genres and words using similarity metrics on their vector representations and report typical words for each genre. As part of the thesis, we also present an online webapp for book genre classification. 1

The aim of Graduation thesis is utilisation of classifying systems NANDA International, NIC and NOC by solving of nursing issue Acute pain at children after orthopaedical major surgeries. Part of successful and well adjusted treating of pain is its careful recording into medical documentation. For the goal of creating of the documentation there could be used international classification systems NANDA Intermational, NIC and NOC, with their aid it is possible to complete comprehensive aid, which describes each step of the treatment praxis. The first goal of the thesis was to map awareness of the nursing staff of systems mentioned. The second goal was creating of an aid using separate parts of system NANDA International, NIC and NOC aimed to diagnostics, solving and evaluation of the Problem of Acute pain at children after major surgeries. The last goal was verifying of beneficial effect of the new created documentation in praxis. The first research specimen was build by 58 nurses from four hospitals in Czech Republic working in children's departments. It was approached 8 hospitals altogether, nursing staff of four of them participated in the survey. The second research specimen was build by nurses from Children department in Hospital Pribram. The third part of research was built by 5 children admitted to hospital. The criterion for their attendance was their major surgery operation and their diagnosis Acute Pain. We used the half structured questionnaire for collecting of figures, models method and ideas of content analysis of documents and quasi experiment. Particular steps of research were realised as following: In the period of time February 2013 till March 2013, 60 questionnaires were distributed. Return was 100%. Cooperation with nurses from hospital Pribram lasted from 1. 3. 2013 until 29. 3. 2013. The medical documentation was created during this period of time, the method was tested and evaluated from nurses point of view. We found out, the nurses are familiar with system NANDA International but not aware of other two systems mentioned above. It was researched on statistical basis dependency between awareness of the specific classifications and the highest education grade and age of the nurses was considered, as well. During our stay in Hospital in Pribram, the practical aid was created aimed to evaluation and solving of the issue Acute Pain after orthopedical surgeries. This aid was tested in the same department then. A record was taken into amended forms by children after major surgeries. Concerning forms aimed for nursing praxis there were recorded not only intensity, characters and localisation of the pain, there were recorded which significant marks and connected factors from NANDA International Taxonomie II were possible to observe by particular children. There were recorder information which activities were used for children into forms containing interventions and activities drawn from from classification NIC. Last but not least, the pain was considered on the daily basis using classification NOC. As we found out from discussions with nurses cooperating during the research, more than a half of them perceive the use of the above mentioned aid very contributive. One idea appeared, the aid is needed in the Czech nursing practice. From this point of view, it would be beneficial to pay attention to this issue in the future.

The genus Monobothrium Diesing, 1863 includes two Palaearctic species (parasitizing cyprinids, possessing postovarian vitelline follicles, lacking an external seminal vesicle and having digitiform or cuneicrispitate scolex) and five Nearctic species (parasitizing catostomid fish, lacking postovarian vitelline follicles, possessing an external seminal vesicle and having loculomonobothriate, monobothriate or loculotruncate scolex). Based on these morphological differences, supported by preliminary molecular data, five North American species (originally placed in Monobothrium) are proposed to be transferred to Promonobothrium Mackiewicz, 1968 as new combinations. European species Monobothrium auriculatum Kulakovskaya, 1961 should be transferred to Caryophyllaeus Gmelin, 1790 as C. auriculatus n. comb. As a result of this transfer, Monobothrium becomes monotypic, with M. wageneri Nybelin, 1922 representing its only species.

The diploma thesis is aimed at the teaching methods used in the setting of schools with few classes. The theoretical part engages in the issue of teaching methods, their characteristics, historical development and classification according to various authors. Selected teaching methods are then described in bigger detail. The next section is devoted to the schools with few classes. They are viewed here as community schools or as a pedagogic alternative, the thesis describes the history of schools with few classes and both advantages and disadvantages of their aktivity. The practical part of the thesis was realized via an observing method. The aim of this section of the thesis was to map teaching methods use dat three selected schools with few classes. Results are presented via an analysis of observed classes and chart, which contains the most widely used teaching methods at individual schools.

This diploma thesis concerns with features and abilities of chosen software tools for data mining. An important part is the selection and evaluation of each criteria by which the comparison of tools is done. The basic issues of data mining and machine learning are determined here. The comparison criteria are chosen with consideration of the necessary operations that are required to realize the whole process of data mining. The criteria are evaluated on the same level of importance, without weighting. The most widely used algorithms for data mining are chosen for the comparison of time and memory demandingness. The result is the description of selected tools based on the comparison criteria and evaluation of these criteria. The comparison results must be understood with respect of testing data, chosen hardware, and the fact that no weighting was used.

This work is divided into three major parts. The first one deals with parts of speech themselves {--} with what they are, with the criteria for sorting them and finally it presents the history of linguistic theories, related to the parts of speech. The second one presents the progress and results of bibliographic searches, during which we were looking for czech grammar books, dealing with French. The third part presents the actual analysis of manuals, that were found, focusing on the classification of the parts of speech.

This thesis focuses on classification and evaluation of brownfiled sites in the South region in the Czech republic. The thesis is divided into two parts, theoretical and practical. The theoretical part is aimed at defining the issues of brownfields, particulary to the development and current status of brownfileds not only in the South region. The classification of brownfields is part of the chapter. In the second part is applied the model based on the scoring of the parameters.

This diploma thesis is concerned with expenditure comportment of magistrate's cities. The main objective of this thesis was to examine the expenditure side of municipal budgets of cities of the Czech Republic. The thesis is divided into a theoretical and analytical part. The theoretical part describes the basic informations about municipal authorities, budget and budget's process. Next important part is about current and capital expenditure and overview of existing studies on magistrate's cities. Five cities were selected for analytical part. These cities were Olomouc, České Budějovice, Hradec Králové, Havířov and Kladno. The analytical part describes these cities and their budgets and current and cupital expenditures of these cities. The expenses were analyzed according to the sectoral classification. The expenses of these cities were also compared with the municipalities of the Czech Republic.

The aim of my thesis is to aprise the reader with the meaning and purpose of classification of accommodation in the Czech Republic. I am trying to compare the classification of 2009 with the present classification valid since 2010 till 2012 but also with classifications of other countries. For this comparison I chose the classification of the accommodation in Great Britain which is according my opinion very detailed but also with the classification of other, mainly European countries (with the American classification I compare the classification only in general terms).