Návrh algoritmů na bázi Umělých imunitních systémů pro úlohy klasifikace

Kopáček, Luděk; Olej, Vladimír

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2008/13 Scientific papers, Series D
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Návrh algoritmů na bázi Umělých imunitních systémů pro úlohy klasifikace

Kopáček, Luděk; Olej, Vladimír

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URI: http://hdl.handle.net/10195/35083

Datum publikování: 2008

Document type: Article

xmlui.ArtifactBrowser.SimpleSearch.filter.source: Scientific papers of the University of Pardubice. Series D, Faculty of Economics and Administration. 13 (2008)

ISSN: 1211-555X

Abstract:

The paper presents artificial immune systems as a novel approach to classification task. The work is focused on algorithm Immunos-99, CLONALG and CLONCLAS. For algorithm Immunos-99 is designed new version with parameterized dynamical tresholding. These algorithms are used for municipal creditworthiness modelling and benchmark dataset “Iris plant”. Finally the comparison with results of another algorithm is presented.

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