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Combining Multiple Classifiers with Dynamic Weighted Voting
| dc.contributor.author | Valdovinos Rosas, Rosa María | |
| dc.contributor.author | Sánchez Garreta, Josep Salvador | |
| dc.date.accessioned | 2014-06-26T10:23:10Z | |
| dc.date.available | 2014-06-26T10:23:10Z | |
| dc.date.issued | 2009 | |
| dc.identifier.citation | VALDOVINOS, R.M., SÁNCHEZ, J.S. Combining Multiple Classifiers with Dynamic Weighted Voting. En: Hybrid Artificial Intelligence Systems: 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, p. 510-516. Springer Berlin Heidelberg, 2009. (Lecture Notes in Computer Science; 5572) ISBN 978-3-642-02319-4 | ca_CA |
| dc.identifier.isbn | 978-3-642-02319-4 | |
| dc.identifier.uri | http://hdl.handle.net/10234/96173 | |
| dc.description.abstract | When a multiple classifier system is employed, one of the most popular methods to accomplish the classifier fusion is the simple majority voting. However, when the performance of the ensemble members is not uniform, the efficiency of this type of voting generally results affected negatively. In this paper, new functions for dynamic weighting in classifier fusion are introduced. Experimental results demonstrate the advantages of these novel strategies over the simple voting scheme. | ca_CA |
| dc.format.extent | 6 p. | ca_CA |
| dc.format.mimetype | application/pdf | ca_CA |
| dc.language.iso | eng | ca_CA |
| dc.publisher | Springer Berlin Heidelberg | ca_CA |
| dc.relation.isPartOfSeries | Lecture Notes in Computer Science;5572 | |
| dc.rights.uri | http://rightsstatements.org/vocab/CNE/1.0/ | * |
| dc.subject | multiple classifier system | ca_CA |
| dc.subject | dynamic weighting voting | ca_CA |
| dc.title | Combining Multiple Classifiers with Dynamic Weighted Voting | ca_CA |
| dc.type | info:eu-repo/semantics/bookPart | ca_CA |
| dc.identifier.doi | http://dx.doi.org/10.1007/978-3-642-02319-4_61 | |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca_CA |
| dc.relation.publisherVersion | http://link.springer.com/chapter/10.1007/978-3-642-02319-4_61 | ca_CA |
