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National Repository of Grey Literature 2 records found  Search took 0.01 seconds. 
Anomaly Detection on Log Data
 Babušík, Jan ; Vomlelová, Marta (advisor) ; Pilát, Martin (referee)
This thesis deals with anomaly detection of log data. Big software systems produce a great amount of log data which are not further processed. There are usually so many logs that it becomes impossible to check every log entry manually. In this thesis we introduce models that minimize primarily count of false positive predictions with expected complexity of data annotation taken into account. The compared models are based on PCA algorithm, N-gram model and recurrent neural networks with LSTM cell. In the thesis we present results of the models on widely used datasets and also on a real dataset provided by HAVIT, s.r.o. 1
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Artificial Intelligence for the Dominion Game
 Babušík, Jan ; Pilát, Martin (advisor) ; Gemrot, Jakub (referee)
The subject of this thesis is an artificial intelligence for the Dominion card game, which is usable in a two-player game. Dominion is characterized by the fact that there is a large number of initial configurations. The artificial intelligence selects the best strategies from a set of prepared strategies so that the time it takes to generate a specialized strategy does not delay players from every game. This approach has been implemented with emphasis on game extendability. In the design of the artificial intelligence evolutionary algorithms were used. The work also includes an implementation of the game itself in the C# language and a simple graphical interface for playing the game. 1
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