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<dc:title xml:lang="pl"><![CDATA[Node assignment problem in Bayesian networks]]></dc:title>
<dc:creator><![CDATA[Polanska, Joanna]]></dc:creator>
<dc:creator><![CDATA[Damian, Borys]]></dc:creator>
<dc:creator><![CDATA[Polanski, Andrzej]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[biostatistics]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[Bayesian networks]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[maximum likelihood]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[confidence intervals]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[This paper deals with the problem of searching for the best assignments of random variables to nodes in a Bayesian network (BN) with a given topology. Likelihood functions for the studied BNs are formulated, methods for their maximization are described and, finally, the results of a study concerning the reliability of revealing BNs' roles are reported. The results of BN node assignments can be applied to problems of the analysis of gene expression profiles.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:contributor><![CDATA[Uciński, Dariusz - red.]]></dc:contributor>
<dc:date><![CDATA[2006]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/57534/AMCS_2006_16_2_8.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/64093/edition/57534/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:57534]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 16, number 2 (2006)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=291]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:64093]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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