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National Repository of Grey Literature

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	Classification of eMail Communication Piják, Marek ; Herout, Adam (referee) ; Szőke, Igor (advisor) This diploma's thesis is based around creating a classifier, which will be able to recognize an email communication received by Topefekt.s.r.o on daily basis and assigning it into classification class. This project will implement some of the most commonly used classification methods including machine learning. Thesis will also include evaluation comparing all used methods. Detailed record
	Classification of eMail Communication Piják, Marek ; Herout, Adam (referee) ; Szőke, Igor (advisor) This diploma's thesis is based around creating a classifier, which will be able to recognize an email communication received by Topefekt.s.r.o on daily basis and assigning it into classification class. This project will implement some of the most commonly used classification methods including machine learning. Thesis will also include evaluation comparing all used methods. Detailed record
	Methods of Text Document Summarization Pokorný, Lubomír ; Očenášek, Pavel (referee) ; Bartík, Vladimír (advisor) This thesis deals with one-document summarization of text data. Part of it is devoted to data preparation, mainly to the normalization. Listed are some of the stemming algorithms and it contains also description of lemmatization. The main part is devoted to Luhn"s method for summarization and its extension of use WordNet dictionary. Oswald summarization method is described and applied as well. Designed and implemented application performs automatic generation of abstracts using these methods. A set of experiments where developed, which verified correct functionality of the application and of extension of Luhn"s summarization method too. Detailed record

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