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National Repository of Grey Literature

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	Knowledge Discovery from Data of an Insurance Company Kříž, Ondřej ; Burgetová, Ivana (referee) ; Bartík, Vladimír (advisor) This bachelor thesis deals with the issue of knowledge discovery from databases. Its aim is to compile algorithmically processable datasets from operational data of an unnamed insurance company, which will subsequently be analyzed by functions of the scikit-learn library in the Python language using various classification algorithms and the FP-growth algorithm in the area of creating strong association rules and subsequent evaluation of results. Detailed record
	Classification with Use of Neural Networks in the Keras Environment Pyšík, Michal ; Burgetová, Ivana (referee) ; Bartík, Vladimír (advisor) Tato práce zkoumá problematiku klasifikace pomocí umělých neuronových sítí s využitím knihovny Keras, poskytující vysokoúrovňové rozhraní pro práci s umělými neuronovými sítěmi v programovacím jazyce Python. Cílem práce je prozkoumat rozsáhlé možnosti této knihovny v oblasti klasifikace a porovnat různé typy a topologie umělých neuronových sítí formou experimentů na vybraných datasetech, což je doplněno jednoduchou experimentální aplikací sloužící především jako rozhraní pro tyto experimenty. Detailed record
	Učení vícevrstvých perceptronů s po částech lineárními aktivačními funkcemi Kozub, P. ; Holeňa, Martin This paper presents an overview of the techniques used to solve constrained optimization problems using evolutionary algorithms. The construction of the fitness function together with the handling of feasible and infeasible individuals is discussed. Approaches using penalty functions, special representations, repair algorithms, methods based on separation of objective and constraints and multiobjective techniques are mentioned. Detailed record

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