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Optimization of Gaussian Mixture Subspace Models and Related Scoring Algorithms in Speaker Verification
Glembek, Ondřej ; Brummer, Niko (referee) ; Campbell,, William (referee) ; Burget, Lukáš (advisor)
Tato práce pojednává o modelování v podprostoru parametrů směsí gaussovských rozložení pro rozpoznávání mluvčího. Práce se skládá ze tří částí. První část je věnována skórovacím metodám při použití sdružené faktorové analýzy k modelování mluvčího. Studované metody se liší převážně v tom, jak se vypořádávají s variabilitou kanálu testovacích nahrávek. Metody jsou prezentovány v souvislosti s obecnou formou funkce pravděpodobnosti pro sdruženou faktorovou analýzu a porovnány jak z hlediska přesnosti, tak i z hlediska rychlosti. Je zde prokázáno, že použití lineární aproximace pravděpodobnostní funkce dává výsledky srovnatelné se standardním vyhodnocením pravděpodobnosti při dramatickém zjednodušení matematického zápisu a tím i zvýšení rychlosti vyhodnocování. Druhá část pojednává o extrakci tzv. i-vektorů, tedy nízkodimenzionálních reprezentací nahrávek. Práce prezentuje dva přístupy ke zjednodušení extrakce. Motivací pro tuto část bylo jednak urychlení extrakce i-vektorů, jednak nasazení této úspěšné techniky na jednoduchá zařízení typu mobilní telefon, a také matematické zjednodušení umožněňující využití numerických optimalizačních metod pro diskriminativní trénování. Výsledky ukazují, že na dlouhých nahrávkách je zrychlení vykoupeno poklesem úspěšnosti rozpoznávání, avšak na krátkých nahrávkách, kde je úspěšnost rozpoznávání nízká, se rozdíly úspěšnosti stírají. Třetí část se zabývá diskriminativním trénováním v oblasti rozpoznávání mluvčího. Jsou zde shrnuty poznatky z předchozích prací zabývajících se touto problematikou. Kapitola navazuje na poznatky z předchozích dvou částí a pojednává o diskriminativním trénování parametrů extraktoru i-vektorů. Výsledky ukazují, že při klasickém trénování extraktoru a následném diskriminatviním přetrénování tyto metody zvyšují úspěšnost.
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Optimization of network flow monitoring
Žádník, Martin ; Lhotka,, Ladislav (referee) ; Matoušek, Radomil (referee) ; Sekanina, Lukáš (advisor)
The thesis deals with optimization of network flow monitoring. Flow-based network traffic processing, that is, processing packets based on some state information associated to the flows which the packets belong to, is a key enabler for a variety of network services and applications. The number of simultaneous flows increases with the growing number of new services and applications. It has become a challenge to keep a state per each flow in a network device processing high speed traffic. A flow table, a structure with flow states, must be stored in a memory hierarchy. The memory closest to the processing is known as a flow cache. Flow cache management plays an important role in terms of its effective utilization, which affects the performance of the whole system. This thesis focuses on an automated design of cache replacement policy optimized to a deployment on particular networks. A genetic algorithm is proposed to automate this process. The genetic algorithm generates and evaluates evolved replacement policies by a simulation on obtained traffic traces. The proposed algorithm is evaluated by designing replacement policies for two variations of the cache management problem. The first variation is an evolution of the replacement policy with an overall low number of state evictions from the flow cache. The second variation represents an evolution of the replacement policy with a low number of evictions belonging to large flows only. Optimized replacement policies for both variations are found while experimenting with various encoding of the replacement policy and genetic operators. The newly evolved replacement policies achieve better results than other tested policies. The evolved replacement policy lowers the overall amount of evictions by ten percent in comparison with the best compared policy. The evolved replacement policy focusing on large flows lowers the amount of their evictions two times. Moreover, no eviction occurs for most of the large flows (over 90%). The evolved replacement policy offers better resilience against flooding the flow cache with large amount of short flows which are typical side effects of scanning or distributed denial of service activities. An extension of the replacement policy is also proposed. The extension complements the replacement policy with an additional information extracted from packet headers. The results show further decrease in the number of evictions when the extension is used.
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Surface modification of glass fibers for polymer composites
Knob, Antonín ; Marek,, Aleš (referee) ; Burša, Jiří (referee) ; Čech, Vladimír (advisor)
The doctoral thesis is aimed at preparation of glass fiber reinforced polymer composites with controlled interphase formed by plasma-polymerized tetravinylsilane and tetravinylsilane/oxygen thin films. The thin polymer films of specific physico-chemical properties and thickness were deposited to improve interfacial adhesion of glass fiber/polyester composites. The fiber surface modification was performed by using plasma enhanced chemical vapor deposition in low-temperature RF plasma operating in an various effective power range and different treatment time. Test results were examined in relation to the interlayer thickness and different treatment conditions. The prepared interlayers were analyzed to evaluate physico-chemical composition and properties (XPS, RBS, ERDA, FTIR and spectroscopic elipsometry). Selected mechanical properties were evaluated by AFM. Mechanical response of plasma interlayers was evaluated by short beam shear test and direct method of testing the interfacial shear strength using microindentation. The interphase shear failure was controlled by the shear strength at the interlayer/fiber interface as follows from experimental and model data.
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Selection of the optimal financing housing for selected client
HOLÝ, Hubert
At the beginning of the thesis I am focused on gathering information on mortgage loans in the current financial market. At the beginning of the chapter on mortgage credit, I will discuss dividing the mortgage loans. I draw up a detailed procedure that has everything a client to do to get a loan, what are the procedures in banks and what banks need to know information about the client. The next chapter will bring information on building savings and conditions, which the client must satisfy in order to get a loan from the savings. Also characteristic of this product. In the last chapter of the theoretical part of the introductory acquainted readers with investments in mutual funds and bring their individual characteristics and procedures for negotiation. In the practical part will deal has particular offering selected companies, which will be compared using the methods of multi-criteria decision. The work is divided on the analysis of mortgage loans, building savings and investment products. Information from these analyzes will also be used for application to a specific customer with specific requirements for housing. From the client I find out any information about his wishes and requirements for their future with regards to housing. The client chooses the aspects that are most important for him and the order in which they should be respected. It is for this reason that it is often not important final amount that the client pays for the loan, but for him the current situation in life more important monthly installment. Finally, the client selected the optimal variant, as can finance their own housing.
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The Use of the Addictive Drugs by the Seniors
KOPAČKOVÁ, Dominika
The bachelor thesis deals with using addictive substances by senior citizens. The age cathegoty 60+ should not be omitted when speaking of using addictive substances. Even senior citizens are users of some addictive substances, especially drugs. The thesis is divided into two parts, theoretical and explorative one. There are four chapters in the theoretical part (Old age and ageing, Substance addiction, Addictive substances and their classification, Usage of addictive substances in the old age) and summarizes the knowledge from recent literature about this topic. First, the old age and ageing are described. This chapter deals with ageing and old age of the human. This work describes the right mental hygiene, too. Multi-factorial manifestation of the old age (biological, psychological and social) is mentioned as well. In the second chapter there are described the factors that increase probability of the addiction origin. These factors can be genetic, biological, and psychological. There are mentioned some system models of the formation, development and maintenance of addiction, dependence and definition of the signs that addiction manifests. The third chapter divides addictive substances between legal and illegal. There are their effects, impacts on the human organism decribed. The group of legal addictive substances are included tobacco, alcohol, drugs and certain foods. Illegal substances represented here by cannabis, hallucinogens, stimulants, opiates. The last fourth chapter focuses directly on the addictive behaviour of the senior citizens. Seniors are also users of substances with addictive potential. At first alcoholism is mapped, other chapters devote addiction to nicotine, drugs and narcotics. The main goal of the thesis is to determine whether seniors use an addictive substance. A partial goal of is to find out the extent and cause of using addictive substances by the senior population. To find out these goals there were used the principles of quantitive research. To collect the data there were used questionnaires, created all by the author. The questionnaires were created with open and closed questiones and used in the printed form. The research has been conducted in Sušice and its close surroundings in February 2015. Respondents were the people with the least age limit of 70 years. These were 40 people living in their households or home for elderly. The results show that also amongst senior citizens can be found those ones who use the addictive substances. Current problem are by the doctor prescribed drugs. Today´s senior citizen uses drugs regularly, very often also combination of more drugs. Seniors often use medication to relieve the pain because the pain occurs more frequently. They use drugs to help them sleep better, too. The next group of addictive substances, which this chapter deals with, are drugs with a shoothing effect. There are smokers between the senior citizens who bare this bad habit from their midlife. Some research shows that cannabis helps people with Parkinson's and Alzheimer´s disease. Seniors do not use cannabis for these purposes because it is not legal. Alcohol is drunk by older people on occassion, on the other hand there are also people who drink such an amount that is not considered as not-risky. Seniors do not drink so much on one occasion, compared to the young generation. In the thesis this problem is described more detailed. Results of the research can be used by lay public to understand issues of addictive substances better. This thesis can be source of information for students of healt-social fields of study and it can improve the awareness about reasons of using addictive substances amongs senior citizens.
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However and therefore - their occurrence and use in official documents of the EU
Dóža, Boris ; Šaldová, Pavlína (advisor) ; Malá, Markéta (referee)
This thesis aims at discussing two connectives however and therefore. It focuses on their occurrence use in legal and official materials. The main reason why this topic was chosen is the frequent occurrence of these connectives in the language of law and political diplomacy and the fact that the use of these connectives does not always facilitate the reception of the texts and may be confusing at times. The materials used for the following analysis are taken from documents that the Council of the European Union has made available on its websites. These materials include treaties, agreements, legislation in force, preparatory acts, or case law. Treaties and agreement may include annexes and protocols, legislation in force may include acts of law as well as their amendments and addenda, and case law may include judgements, opinions, official speeches, statements, and so on. All these materials have to do with law, business, economy, and all represent a formal or very formal style. The aim of this thesis is to survey the occurrence and use of however and therefore in the particular register. In order to do so, the items under discussion are examined in respect of their formal characteristics and classifications, structure and syntactic description, position in the clause, punctuation, semantics; and functions....
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Stress situations and nursing personnel
MAREŠOVÁ, Lucie
This thesis deals with the stressful situations in the profession of the nursing staff. The occupation of the nurse belongs to the most demanding ones. In this occupation, the nurse is permanently affected by many stressors of different types. She faces death, the suffering, dying and incurably ill people very often. She is there in times of pain, agony and suffering. Personal encounters with these difficult situations require highly professional approach but most of all, they present immense work stress for the nurse. The theory section describes mainly the stressful situations that are the most common and most difficult in the work of the nursing staff. The next part of the theory section describes possible consequences of the stressful situations and methods of managing them including the support by the management. This thesis has two objectives. The first objective was to map the manners used by the nursing personnel to cope with the stressful situations brought by their profession. The second objective was to find out the difference in the coping with the stressful situations between the hospital staff and hospice staff. The research section of this thesis contains the quantitative research done using the technique of an anonymous questionnaire with 20 question prepared by ourselves. The questionnaire was distributed to the nursing staff of all categories in the hospital and hospice care. It was completed by 269 respondents in total. The data was statistically processed using systems Microsoft Excel 2010 and Software R, version 3.0.2 (Chi-squared test, Fisher´s exact test, and Wilcoxon test). We determined four hypotheses. H1: Manners of coping with the stressful situations depend on the qualification of the nursing staff reached; not confirmed. H2: Manners of coping with the stressful situations are influenced by the length of practice of the staff; not confirmed. H3: Manners of coping with the stressful situations differ between the hospital staff and hospice staff; confirmed. H4: The nursing staff views their own mental hygiene as more efficient than the support from the management concerning the coping with the stressful situations; confirmed. The research results show that the nursing staff faces the stressful situations very often. They see as the heaviest stress the care of the suffering and aggressive patient, conflicts with the patient´s family, conflicts at work and workload. The manners of coping with the work burden which proved as the best for them are relax, rest and sleep. There were no differences proved in the manners of coping with the stress among respective members of the nursing team. Nevertheless, the coping with the work burden of the nursing staff in the hospital and hospice care is different. A minimum of the respondents notices any support during the stressful situations from the employer. On the other hand, certain support by the management could be viewed in the form of trainings, supervision or contribution to a "recovery" which are granted to the respondents from the employer according to their answers. However, the respondents would prefer, as the support by the management, the increase in pay or more days off. The respondents view as insufficient the preparation of the graduates for the future stressful situations in their profession, as well. They would recommend mainly various trainings dealing with the stress and its management. A good solution to alleviate the work burden of the nursing staff and quality enhancement of the services provided could be investments into better work conditions, both in terms of sufficient human and material resources and the very organization of the work processes.
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Ruben Gallego in his autobiographical prose White on Black
Klánová, Kateřina ; Hlaváček, Antonín (advisor) ; Hříbková, Radka (referee)
The life of Russian writer David Ruben Gonzales Gallego. The Man Booker Prize in 2003. Analysis of autobiographical prose White on Black, character of Ruben Gallego in the novel. Analysis of work in terms of genre, language resources, composition, style, theme and meaning. Examining the influence of current modern language to the author's style. Adoption of the work and the reason the writer's popularity. Testimonials and personal evaluation.
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Rozdílný vývoj depopulace venkovského území české a rakouské části Novohradských hor 1930/1991/2011
Havlová, Renata ; Majerová, Věra (advisor)
Tato diplomová práce se zabývá rozdílnými a shodnými rysy českého a evropského venkova. Jedná se o důležité a aktuální téma. Důvodem jsou významné změny, kterými venkov za poslední léta prošel.
Mezi cíle této práce patří prvotně stanovit a sjednotit jednotnou typologii pro český a evropský venkov. Dalším cílem je stanovit zásadní historické peripetie, které se podílely na vývoji jednotlivých venkovských prostředí. Významným cílem práce je vyhodnotit na českém a evropském venkově změny kulturně-sociologické, demografické a geografické, ekonomické a politické aj. Cílem práce je dále vyhodnotit, zda a jakým způsobem probíhá rozvoj a financování venkova. Kdo a jakým způsobem se na rozvoji a financování podílí. Do jaké míry je pro jednotlivé evropské a české venkovské oblasti důležité působení Evropské unie a využívání dotačních titulů. A také do jaké míry venkov změnily. Zda se bude venkov ubírat k evropsky požadované konvergenci, či naopak k divergenci.
Z metodologického hlediska je použit kvantitativní výzkum s využitím deduktivní metody. Data jsou čerpána zejména z Českého statistického úřadu, statistického úřadu Evropské unie a z Organizace pro hospodářskou spolupráci a rozvoj. Získané údaje jsou pak převedeny do výsledných tabulek a graficky zaneseny do grafů a map. Pro přehlednost je v závěru práce provedena SWOT analýza.
Z hlediska metodologie je venkov chronologicky zarámovat do příslušných teorií regionálního rozvoje a ekonomického vývoje.
Vyústěním této práce je podrobná analýza zjištěných rozdílů. Významným cílem je snaha navrhnout určitá opatření pro udržitelný a prosperující venkovský - regionální rozvoj v českém prostředí.
Do budoucna by se na venkově měla zlepšit a zvýšit občanská vybavenost, dopravní obslužnost, nabídka investorů a celkově zvýšit pozitivní vztah k venkovu s přidanou hodnotou. Výsledkem by do budoucnu na venkově měla být větší hustota obyvatelstva, vyšší porodnost a vyšší zaměstnanost.
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Effect of sex on growth and formation of dorsal muscle of pigs
Fáberová, Gabriela ; Čítek, Jaroslav (advisor) ; Zadinová, Kateřina (referee)
Effect of sex on growth and formation of dorsal muscule of pigs Summary The aim of this thesis is to determine the influence of gender on the growth and formation of the pigs dorsal muscle. Growth is one of the basic phenomenon characterizing living organism. Is a creation of nonliving to living matter. The amount of body mass is not constant through the life, it is changing significantly. In the early postnatal period is skeleton growing faster compared to muscles and fat then leads to faster growth of muscle and in the last period called maturity to the fattening. Evaluating growth has a significant gender effect. In case of pigs, it is common to feed barrows and gilts. Nowadays it begins to think about feeding of boars or the imunocastrates. Due to different hormonal activities we can expect different muscle and fat deposition. The task of this study was to clarify the influence of gender on the formation and growth of pigs dorsal muscle. There were 72 pigs tested in total. Pigs were housed in pairs in cotes and divided by gender for pigs, boars, imunocastrates and sows. This subpopulation of genotype DanBred animals were divided to 1/4 (18ks) uncastrated male pigs (K) 1/4 (18ks) hormonally castrated male pigs (I), 1/4 (18ks) barrows (V) and 1/4 (18ks ) gilts (P). Average live weight of pigs at the start of the trial was 28.5 kg, while the test was conducted to average 107 kg bodyweight. Through all time pigs were fed ad-libitum KKS. During the test it was monitored at weekly intervals individual live weight, back fat thickness at A, B, muscle depth at A, B and the total percentage of muscle for all categories of pigs. The obtained results show that the growth and formation of a long dorsal muscle are influenced by gender. When comparing the weight in a given period, we conclude that during the time the difference between gilts and imunocastrates grow up. Best growth had imunocastrates gilts similarly, only was there an earlier stop of the growth. The highest increase in fat and muscle measured at the A and B, occurred in pigs, in sows we can see increasing gains in fat with respect to the period in which they are fattening. Boars had the lowest backfat thickness, imunocastrates. With imunocastrates we evaluate low fat increase compared to the beginning of the observation. The biggest muscle depth measured at A and B had the barrows with gilts and imunocastrates and especially boars did not reach the values as barrows and gilts, who had the highest muscle depth. Biggest % of muscle was measured in sows. A large proportion of muscle can be seen in male pigs. The proportion of muscle mass of imunocastrates was under the average and worst ratio of muscle had especially at the end of feeding barrows indicating that with increasing age there is a significant fattening, compared to the remaining groups of pigs Keywords: pig, growth rate, muscle fibers
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