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Similarity Classifier with Generalized Mean; Ideal Vector Approach.

Authors :
Lipo Wang
Licheng Jiao
Guanming Shi
Xue Li
Jing Liu
Jouni Sampo
Pasi Luukka
Source :
Fuzzy Systems & Knowledge Discovery (9783540459163); 2006, p1140-1147, 8p
Publication Year :
2006

Abstract

In this paper a study of similarity based classifier with generalized mean and ideal class vector approach is carried out. Before this ideal class vectors in the classifier has been very little investigated area and here focus is changed to study truly 'ideal' vectors to represent class and similarity measure with its power parameters has been taken from best results in our previous studies. To find correct ideal vectors a search using differential evolution algorithm is carried out. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540459163
Database :
Complementary Index
Journal :
Fuzzy Systems & Knowledge Discovery (9783540459163)
Publication Type :
Book
Accession number :
32963834
Full Text :
https://doi.org/10.1007/11881599_142