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		<identifier>oai:zbc.uz.zgora.pl:47259</identifier>
	    <datestamp>2023-07-06T08:42:31Z</datestamp>
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<dc:title xml:lang="pl"><![CDATA[Prediction of deflection from flatness and a vertical position with the use of neural networks = Predykcja odchyleń od płaskości i pozycji pionowej z zastosowaniem sieci neuronowych]]></dc:title>
<dc:creator><![CDATA[Mrówczyńska, Maria]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[sieci neuronowe]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[odchylenia od płaskości]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[predykcja odchyleń]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[kościół Najświętszej Maryi Panny (Toruń)]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[neural networks]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[deflections from flatness]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[prediction]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[church of the Blest Virgin Mary (Toruń)]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[The paper presents an attempt to apply unidirectional multilayer neural networks in the prediction of the deflections from flatness and from a vertical position of building walls, on an example of periodic measurements in the church of the Blessed Virgin Mary in Toruń.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[The applied methods of artificial intelligence in a form of sigmoid neural networks were taught with the use of the backpropagation method, which bases on the gradient methods described in optimization theories. The prognosis of the values of the deflections from flatness and from vertical position was carried out for a single measurement epoch on the basis of ten periodic measurements performed at several-year intervals.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[tytuł dodatkowy: Prace z Inżynierii Lądowej i Środowiska]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego]]></dc:publisher>
<dc:contributor><![CDATA[Kuczma, Mieczysław - red.]]></dc:contributor>
<dc:date><![CDATA[2012]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:format xml:lang="pl"><![CDATA[application/pdf]]></dc:format>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/47259/7_mrowczynska_prediction.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/55640/edition/47259/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:47259]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[Civil and Environmental Engineering Reports (CEER), No 9]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:55640]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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