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		<identifier>oai:zbc.uz.zgora.pl:67466</identifier>
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<dc:title xml:lang="pl"><![CDATA[Measurement data processing with the use of art networks = Przetwarzania danych pomiarowych z wykorzystaniem sieci z rezonansem adaptacyjnym ART]]></dc:title>
<dc:creator><![CDATA[Mrówczyńska, Maria]]></dc:creator>
<dc:creator><![CDATA[Sztubecki, Jacek]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[ART neural network]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[prediction model]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[vertical displacements]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[sieci neuronowe ART]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[model predykcyjny]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[przemieszczenia pionowe]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[ART (Adaptive Resonance Theory) networks were invented in the 1990s as a new approach to the problem of image classification and recognition. ART networks belong to the group of resonance networks, which are trained without supervision.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[The paper presents the basic principles for creating and training ART networks, including the possibility of using this type of network for solving problems of predicting and processing measurement data, especially data obtained from geodesic monitoring.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[In the first stage of the process of creating a prediction model, a preliminary analysis of measurement data was carried out. It was aimed at detecting outliers because of their strong impact on the quality of the final model. Next, an ART network was used to predict the values of the vertical displacements of points of measurement and control networks stabilized on the inner and outer walls of an engineering object.]]></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[Kuczyński, Tadeusz - red.]]></dc:contributor>
<dc:date><![CDATA[2018]]></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/67466/ceer2018_2_mrowczynska_measurement.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/74857/edition/67466/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:67466]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[Civil and Environmental Engineering Reports (CEER), no 28, vol. 2]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:74857]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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