Title :
Shell-prototype clustering models
Author :
Bezdek, James C. ; Hathaway, Etichd J. ; Pal, Nikhil R.
Author_Institution :
Div. of Comput. Sci., Univ. of West Florida, Pensacola, FL, USA
Abstract :
We extend c-shells clustering to arbitrary norms (including nondifferentiable norms from the Minkowski family); and we show that prototypes similar to the inner product norm based shell prototypes families can be generalized to any norm on ℛS for the hard, fuzzy and possibilistic cases
Keywords :
fuzzy set theory; pattern recognition; Minkowski norms; c-shells clustering; inner product norm based shell; nondifferentiable norms; shell-prototype clustering models; Clustering algorithms; Clustering methods; Fuzzy logic; Fuzzy sets; Hair; Magnetic force microscopy; Minimization methods; Phase change materials; Prototypes;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.488860
