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Browse Conference Publications > Fuzzy Systems, 2004. Proceedi ... Help

Comparison of two different dimension reduction methods in classification by arithmetic, geometric and harmonic similarity measure

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2 Author(s)
Luukka, P. ; Laboratory of Appl. Mathematics, Lappeenranta Univ. of Technol., Finland ; Meyer, A.

We have investigated effects of different dimension reduction methods to fuzzy similarity based classifier. We are going to show that dimension reduction plays an important role especially with geometric and harmonic similarity based classification. We are also going to show that the arithmetic case does not depend that much on dimension reduction, but very similar results can be achieved with full dimension instead of optimal dimension.

Published in:
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on  (Volume:3 )

Date of Conference: 25-29 July 2004

Page(s):
1419 - 1424 vol.3
ISSN :
1098-7584
Print ISBN:
0-7803-8353-2
INSPEC Accession Number:
8244987
Digital Object Identifier :
10.1109/FUZZY.2004.1375381
Product Type:
Conference Publications

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