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National Repository of Grey Literature

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	Detekce nežádoucích požadavků na webu Slovák, Michal ; Setinský, Jiří (referee) ; Hranický, Radek (advisor) This thesis deals with the development of a classifier for detecting unwanted requests to a web server using machine learning methods. This approach requires the creation of an annotated dataset and the analysis of common features and characteristics of illegitimate requests that can be used to categorize them. Furthermore, the paper deals with the selection of an appropriate classification algorithm. The resulting model achieves a weighted F1 score of 99.95 %, is reliable and fast, making it suitable for practical deployment. Detailed record
	Information Retrieval in Czech Wikipedia Balgar, Marek ; Bartík, Vladimír (referee) ; Chmelař, Petr (advisor) The main task of this Masters Thesis is to understand questions of information retrieval and text classifi cation. The main research is focused on the text data, the semantic dictionaries and especially the knowledges inferred from the Wikipedia. In this thesis is also described implementation of the querying system, which is based on achieved knowledges. Finally properties and possible improvements of the system are talked over. Detailed record
	Information Retrieval in Czech Wikipedia Balgar, Marek ; Bartík, Vladimír (referee) ; Chmelař, Petr (advisor) The main task of this Masters Thesis is to understand questions of information retrieval and text classifi cation. The main research is focused on the text data, the semantic dictionaries and especially the knowledges inferred from the Wikipedia. In this thesis is also described implementation of the querying system, which is based on achieved knowledges. Finally properties and possible improvements of the system are talked over. Detailed record

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