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<dc:title xml:lang="pl"><![CDATA[Automated construction of possibilistic networks from data]]></dc:title>
<dc:creator><![CDATA[Gebhardt, Jörg]]></dc:creator>
<dc:creator><![CDATA[Kruse, Rudolf]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[sterowanie]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[sterowanie-teoria]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[sztuczna inteligencja]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[matematyka stosowana]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[informatyka]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[Possibilistic networks constitute a promising framework for efficient treatment of uncertain and imprecise information in knowledge-based systems. In this paper, we propose a new method for induction of the structure (the qualitative part) and the attached possibility distributions (the quantitative part) of a possibilistic network from a database of sample cases that may contain imprecise or missing values.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[It turns out that a modified random-set approach to the semantics of possibility distributions is adequate to provide a possibilistic interpretation of the databases under consideration. Since constructing a possibilistic network can be viewed as a generalization of the structure identification problem in relational data, we have to overcome well-known complexity problems.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[Therefore we present an efficient Greedy search structure induction algorithm for possibilistic networks that has successfully been applied to construct a non-trivial network of practical interest from a given database.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Pedrycz, Witold - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - ed.]]></dc:contributor>
<dc:date><![CDATA[1996]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/57784/AMCS_1996_6_3_8.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/64463/edition/57784/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:57784]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 6, number 3 (1996)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=1126]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:64463]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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