https://wiki.hh.se/ceres/index.php?action=history&feed=atom&title=Publications%3AAn_emotional_learning-inspired_ensemble_classifier_%28ELiEC%29 2026-06-10T00:30:35Z Revision history for this page on the wiki MediaWiki 1.22.6 https://wiki.hh.se/ceres/index.php?title=Publications:An_emotional_learning-inspired_ensemble_classifier_(ELiEC)&diff=4440&oldid=prev 2014-09-09T05:13:37Z

<p>Created page with &quot;&lt;div style=&#039;display: none&#039;&gt; == Do not edit this section == &lt;/div&gt; {{PublicationSetupTemplate|Author=Mahboobeh Parsapoor, Urban Bilstrup |PID=720689 |Name=Parsapoor, Mahboobeh ...&quot;</p> <p><b>New page</b></p><div>&lt;div style='display: none'&gt;<br /> == Do not edit this section ==<br /> &lt;/div&gt;<br /> {{PublicationSetupTemplate|Author=Mahboobeh Parsapoor, Urban Bilstrup<br /> |PID=720689<br /> |Name=Parsapoor, Mahboobeh [mahpar] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938], Centrum för forskning om inbyggda system (CERES) [6702]);Bilstrup, Urban [urban] (Högskolan i Halmstad [2804], Sektionen för Informationsvetenskap, Data– och Elektroteknik (IDE) [3905], Halmstad Embedded and Intelligent Systems Research (EIS) [3938], Centrum för forskning om inbyggda system (CERES) [6702])<br /> |Title=An emotional learning-inspired ensemble classifier (ELiEC)<br /> |PublicationType=Conference Paper<br /> |ContentType=Refereegranskat<br /> |Language=eng<br /> |Journal=<br /> |JournalISSN=<br /> |Status=<br /> |Volume=<br /> |Issue=<br /> |HostPublication=Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (FedCSIS)<br /> |Conference=2013 Federated Conference on Computer Science and Information Systems (FedCSIS), 8-11 September 2013, Krakow, Poland<br /> |StartPage=137<br /> |EndPage=141<br /> |Year=2013<br /> |Edition=<br /> |Pages=<br /> |City=Los Alamitos, CA<br /> |Publisher=IEEE Computer Society<br /> |Series=<br /> |SeriesISSN=<br /> |ISBN=9781467344715<br /> |Urls=http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6643988&amp;contentType=Conference+Publications<br /> |ISRN=<br /> |DOI=<br /> |ISI=<br /> |PMID=<br /> |ScopusId=<br /> |NBN=urn:nbn:se:hh:diva-25466<br /> |LocalId=<br /> |ArchiveNumber=<br /> |Keywords=brain;learning (artificial intelligence);pattern classification;ELiEC;brain emotional processing;emotional learning-inspired ensemble classifier;weighted k-nearest neighbor classifier;Accuracy;Benchmark testing;Brain models;Data models;Iris;Training data<br /> |Categories=Datorsystem (20206)<br /> |ResearchSubjects=<br /> |Projects=<br /> |Notes=<br /> |Abstract=&lt;p&gt;In this paper, we suggest an inspired architecture by brain emotional processing for classification applications. The architecture is a type of ensemble classifier and is referred to as `emotional learning-inspired ensemble classifier' (ELiEC). In this paper, we suggest the weighted k-nearest neighbor classifier as the basic classifier of ELiEC. We evaluate the ELiEC's performance by classifying some benchmark datasets.&lt;/p&gt;<br /> |Opponents=<br /> |Supervisors=<br /> |Examiners=<br /> |Patent=<br /> |ThesisLevel=<br /> |Credits=<br /> |Programme=<br /> |Subject=<br /> |Uppsok=<br /> |DefencePlace=<br /> |DefenceLanguage=<br /> |DefenceDate=<br /> |CreatedDate=2014-06-02<br /> |PublicationDate=2014-06-02<br /> |LastUpdated=2014-08-25<br /> |diva=http://hh.diva-portal.org/smash/record.jsf?searchId=1&amp;pid=diva2:720689}}<br /> &lt;div style='display: none'&gt;<br /> <br /> == Keep all hand-made modifications below ==<br /> &lt;/div&gt;{{PublicationDisplayTemplate}}</div>

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