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		<identifier>oai:zbc.uz.zgora.pl:86000</identifier>
	    <datestamp>2025-07-14T12:34:36Z</datestamp>
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<dc:title xml:lang="pl"><![CDATA[A hybrid cascade neuro-fuzzy network with pools of extended neo-fuzzy neurons and its deep learning]]></dc:title>
<dc:creator><![CDATA[Bodyanskiy, Yevgeniy V.]]></dc:creator>
<dc:creator><![CDATA[Tyshchenko, Oleksii K.]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[data streaming]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[membership function]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[training procedure]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[adaptive neuro-fuzzy system]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[extended neo-fuzzy neuron]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[This research contribution instantiates a framework of a hybrid cascade neural network based on the application of a specific sort of neo-fuzzy elements and a new peculiar adaptive training rule. The main trait of the offered system is its competence to continue intensifying its cascades until the required accuracy is gained. A distinctive rapid training procedure is also covered for this case that offers the possibility to operate with non-stationary data streams in an attempt to provide online training of multiple parametric variables. A new training criterion is examined for handling non-stationary objects. Additionally, there is always an occasion to set up (increase) the inference order and the number of membership relations inside the extended neo-fuzzy neuron.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Kulczycki, Piotr - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Kacprzyk, Janusz - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Kóczy, László T. - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Mesiar, Radko - ed.]]></dc:contributor>
<dc:date><![CDATA[2019]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/86000/AMCS_2019_29_3_5.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/100983/edition/86000/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:86000]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 29, number 3 (2019)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=113]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:100983]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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