Difference between revisions of "Publications:An emotional learning-inspired ensemble classifier (ELiEC)"
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Latest revision as of 06:13, 9 September 2014
Title | An emotional learning-inspired ensemble classifier (ELiEC) |
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Author | Mahboobeh Parsapoor and Urban Bilstrup |
Year | 2013 |
PublicationType | Conference Paper |
Journal | |
HostPublication | Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (FedCSIS) |
DOI | |
Conference | 2013 Federated Conference on Computer Science and Information Systems (FedCSIS), 8-11 September 2013, Krakow, Poland |
Diva url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:720689 |
Abstract | 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. |