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-means,  clustering,  tolerance,  kernel functions, 
  Summary |  Full Text:PDF (597KB)
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 learning,  regression,  kernel methods,  kernel functions,  Karhunen-Loeve expansion,  principal component analysis,  binary regression,  Gaussian kernel, 
  Summary |  Full Text:PDF (245.2KB)