Publications:An emotional learning-inspired ensemble classifier (ELiEC)
From CERES
| Title | An emotional learning-inspired ensemble classifier (ELiEC) |
|---|---|
| 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. |
