Keyword : kernel functions


Fuzzy c-Means Algorithms for Data with Tolerance Using Kernel Functions
Yuchi KANZAWA Yasunori ENDO Sadaaki MIYAMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/09/01
Vol. E91-A  No. 9 ; pp. 2520-2534
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Soft Computing
Keyword: 
fuzzy c-meansclusteringtolerancekernel functions
 Summary | Full Text:PDF(598.6KB)

Constructing Kernel Functions for Binary Regression
Masashi SUGIYAMA Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/07/01
Vol. E89-D  No. 7 ; pp. 2243-2249
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
supervised learningregressionkernel methodskernel functionsKarhunen-Loeve expansionprincipal component analysisbinary regressionGaussian kernel
 Summary | Full Text:PDF(243.7KB)