2024-03-29T07:20:22Zhttps://repositori.uji.es/oai/requestoai:repositori.uji.es:10234/961732024-02-19T11:50:09Zcom_10234_7036com_10234_9col_10234_61544
Repositori UJI
author
Valdovinos Rosas, Rosa María
author
Sánchez Garreta, Josep Salvador
2014-06-26T10:23:10Z
2014-06-26T10:23:10Z
2009
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
978-3-642-02319-4
http://hdl.handle.net/10234/96173
http://dx.doi.org/10.1007/978-3-642-02319-4_61
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.
eng
multiple classifier system
dynamic weighting voting
Combining Multiple Classifiers with Dynamic Weighted Voting
info:eu-repo/semantics/bookPart
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https://repositori.uji.es/xmlui/bitstream/10234/96173/1/33168.pdf
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33168.pdf.txt