DocumentCode
430990
Title
Similarity classifier based on modifications on Schweizer & Sklars equations
Author
Luukka, Pasi ; Sampo, Jouni
Author_Institution
Lab. of Appl. Math., Lappeenranta Univ. of Technol., Finland
Volume
B
fYear
2004
fDate
21-24 Nov. 2004
Firstpage
152
Abstract
In this article we have applied Schweizer & Sklars implication based measures with extension to generalized mean to classification task. We compare results to fuzzy similarity measure based classification and show that sometimes better results can be found by using these measures than fuzzy similarity measure. We also show that classification results are not so sensitive to p values with Schweizer & Sklars measures than when fuzzy similarity is used. Also investigation for correct mean values is carried out.
Keywords
fuzzy logic; fuzzy set theory; learning (artificial intelligence); Schweizer & Sklar implication; classification similarity; fuzzy similarity measure; generalized mean; Equations;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN
0-7803-8560-8
Type
conf
DOI
10.1109/TENCON.2004.1414554
Filename
1414554
Link To Document