Title :
Linguistic interpretation of self-organizing maps
Author :
Pedrycz, W. ; Card, H.C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Abstract :
An unconventional interpretation of Kohonen self-organizing maps is presented. It employs linguistic variables and mechanisms of fuzzy decision theory to quantitatively reveal pattern structure in the map following self-organization. A simple example of pattern clustering is provided
Keywords :
decision theory; fuzzy set theory; pattern recognition; self-organising feature maps; Kohonen self-organizing maps; fuzzy decision theory; linguistic interpretation; pattern clustering; pattern recognition; pattern structure; Clustering algorithms; Clustering methods; Data structures; Decision theory; Fuzzy sets; Hypercubes; Pattern clustering; Pattern recognition; Self organizing feature maps; Terminology;
Conference_Titel :
Fuzzy Systems, 1992., IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0236-2
DOI :
10.1109/FUZZY.1992.258643
