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<dc:title xml:lang="pl"><![CDATA[An [epsilon]-insensitive approach to fuzzy clustering]]></dc:title>
<dc:creator><![CDATA[Łęski, Jacek M.]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[fuzzy clustering]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy c-means]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[robust methods]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[fuzzy c-medians]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[Fuzzy clustering can be helpful in finding natural vague boundaries in data. The fuzzy c-means method is one of the most popular clustering methods based on minimization of a criterion function. However, one of the greatest disadvantages of this method is its sensitivity to the presence of noise and outliers in the data. The present paper introduces a new [epsilon]-insensitive Fuzzy C-Means ([epsilon]FCM) clustering algorithm. As a special case, this algorithm includes the well-known Fuzzy C-Medians method (FCMED). The performance of the new clustering algorithm is experimentally compared with the Fuzzy C-Means (FCM) method using synthetic data with outliers and heavy-tailed, overlapped groups of the data.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Triggiani, Roberto- ed.]]></dc:contributor>
<dc:contributor><![CDATA[Maksimov, Vyacheslav I. - ed.]]></dc:contributor>
<dc:date><![CDATA[2001]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/58800/AMCS_2001_11_4_13.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/65584/edition/58800/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:58800]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 11, number 4 (2001)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=47]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:65584]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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