contents.m

实现核ISOMAP算法,解决测试点问题和ROBUST问题

% 
%         Kernel Isomap
% 
%                                                by Heeyoul Choi
%                                           [e-mail]
%                              http://home.postech.ac.kr/~hychoi/
% 
% For the details, see 
% 'H. Choi, S. Choi, "Kernel Isomap," Electronics Letters, vol. 40, no. 25, pp. 1612-1613, 2004' 
% and
% 'H. Choi, S. Choi, "Kernel Isomap on Noisy Manifold,"  in Proc. 4th IEEE Int. Conf. on 
% Development and Learning (ICDL), Osaka, Japan, July 19-21, 2005'
% in page http://home.postech.ac.kr/~hychoi/
%
% Kernel Isomap 
%   kisomap_demo.m      - Demo 
% 
% Key Functions
%   kisomap_train.m     - Kernel Isomap
%   kisomap_test.m      - mapping the test data to embedded low-dimensional space
%
% The other codes are from Tenennenbaum.
%
% 2004/06/04 Version 1.0
% 2005/05/17 Version 1.5
%
% [e-mail]
% http://home.postech.ac.kr/~hychoi/