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		<identifier>oai:zbc.uz.zgora.pl:78954</identifier>
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<dc:title xml:lang="pl"><![CDATA[A support vector machine with the tabu search algorithm for freeway incident detection]]></dc:title>
<dc:creator><![CDATA[Yao, Baozhen]]></dc:creator>
<dc:creator><![CDATA[Hu, Ping]]></dc:creator>
<dc:creator><![CDATA[Zhang, Mingheng]]></dc:creator>
<dc:creator><![CDATA[Jin, Maoqing]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[automated incident detection]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[support vector machines]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[tabu search]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[freeway]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[Automated Incident Detection (AID) is an important part of Advanced Traffic Management and Information Systems (ATMISs). An automated incident detection system can effectively provide information on an incident, which can help initiate the required measure to reduce the influence of the incident. To accurately detect incidents in expressways, a Support Vector Machine (SVM) is used in this paper.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[Since the selection of optimal parameters for the SVM can improve prediction accuracy, the tabu search algorithm is employed to optimize the SVM parameters. The proposed model is evaluated with data for two freeways in China. The results show that the tabu search algorithm can effectively provide better parameter values for the SVM, and SVM models outperform Artificial Neural Networks (ANNs) in freeway incident detection.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Makowski, Ryszard - ed.]]></dc:contributor>
<dc:contributor><![CDATA[Zarzycki, Jan - ed.]]></dc:contributor>
<dc:date><![CDATA[2014]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/78954/AMCS_2014_24_2_14.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88754/edition/78954/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:78954]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 24, number 2 (2014)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=57]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88754]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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