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		<identifier>oai:zbc.uz.zgora.pl:47014</identifier>
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<dc:title xml:lang="pl"><![CDATA[A novel Fuzzy C-Regression Model algorithm using a new error measure and particle swarm optimization]]></dc:title>
<dc:creator><![CDATA[Soltani, Moez]]></dc:creator>
<dc:creator><![CDATA[Chaari, Abdelkader]]></dc:creator>
<dc:creator><![CDATA[Ben Hmida, Fayçal]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[Takagi-Sugeno fuzzy models]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[noise clustering algorithm]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy c-regression model]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[orthogonal least squares]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[particle swarm optimization]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[This paper presents a new algorithm for fuzzy c-regression model clustering. The proposed methodology is based on adding a second regularization term in the objective function of a Fuzzy C-Regression Model (FCRM) clustering algorithm in order to take into account noisy data. In addition, a new error measure is used in the objective function of the FCRM algorithm, replacing the one used in this type of algorith]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[Then, particle swarm optimization is employed to finally tune parameters of the obtained fuzzy model. The orthogonal least squares method is used to identify the unknown parameters of the local linear model. Finally, validation results of two examples are given to demonstrate the effectiveness and practicality of the proposed algorithm.]]></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[2012]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/47014/AMCS_2012_22_3_10.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/55125/edition/47014/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:47014]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, Volume 22, Number 3 (2012)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=638]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:55125]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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