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		<identifier>oai:zbc.uz.zgora.pl:58747</identifier>
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<dc:title xml:lang="pl"><![CDATA[One-dimensional Kohonen LVQ nets for multidimensional pattern recognition]]></dc:title>
<dc:creator><![CDATA[Skubalska-Rafajłowicz, Ewa]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[space-filling curve]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[pattern recognition]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[learning vector quantization]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[reduction of dimension]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[A new neural network based pattern recognition algorithm is proposed. The method consists in preprocessing the multidimensional data, using a space-filling curve based transformation into the unit interval, and employing Kohonen?s vector quantization algorithms (of 80M and LVQ types) in one dimension. The space-filling based transformation preserves the theoretical Bayes risk. Experiments show that such an approach can produce good or even better error rates than the classical LVQ performed in a multidimensional space.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Rutkowska, Danuta - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Zadeh, Lotfi A. - ed.]]></dc:contributor>
<dc:date><![CDATA[2000]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/58747/AMCS_2000_10_4_6.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/65526/edition/58747/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:58747]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 10, number 4 (2000)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=927]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:65526]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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