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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Electronics Conference, 2008. BEC 2008. 11th International Biennial Baltic
         
        
            Conference_Location : 
Tallinn
         
        
        
            Print_ISBN : 
978-1-4244-2059-9
         
        
            Electronic_ISBN : 
1736-3705
         
        
        
            DOI : 
10.1109/BEC.2008.4657509