DocumentCode
3186389
Title
Usage of the T-norms and T-conorms in medical data classification
Author
Saastamoinen, Kalle
Author_Institution
Dept. of Math. & Phys., Lappeenranta Univ. of Technol., Lappeenranta
fYear
2008
fDate
6-8 Oct. 2008
Firstpage
183
Lastpage
186
Abstract
In this article, properties and usability of combined operator based on t-norms and t-conorms is studied in medical data classification. It is shown how this operator can be weighted with differential evolution and aggregated with a generalized mean, and what kinds of measures for comparison can be achieved from this procedure. New operators suitable for comparison measures are suggested, that are combination measures based on the use of Frank and Yu type of t-norms and t-conorms.
Keywords
diseases; medical computing; patient diagnosis; skin; Pima data set; comparison measure based classifier; dermatology data set; diseases; lymphography data set; medical data classification; t-conorms; t-norms; Arithmetic; Diseases; Equations; Fuzzy sets; Logic; Mathematics; Physics; Spine; Usability;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics Conference, 2008. BEC 2008. 11th International Biennial Baltic
Conference_Location
Tallinn
ISSN
1736-3705
Print_ISBN
978-1-4244-2059-9
Electronic_ISBN
1736-3705
Type
conf
DOI
10.1109/BEC.2008.4657509
Filename
4657509
Link To Document