Kernel isomap

Electronics Letters

Volumn 40, Issue 25, 2004, Pages 1612-1613

  Choi, H ^a   Choi, S ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; CONFORMAL MAPPING; EIGENVALUES AND EIGENFUNCTIONS; EMBEDDED SYSTEMS; MATRIX ALGEBRA; PROBLEM SOLVING;

CONSTANT-ADDING METHOD; EUCLIDEAN DISTANCE; KERNEL ISOMAP; KERNEL MATRIX;

LEARNING ALGORITHMS;

EID: 11144347688     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20046791     Document Type: Article

References (5)

1. Tenenbaum, J.B., de Silva, V., and Langford, J.C.: 'A global geometric framework for nonlinear dimensionality reduction', Science, 2000, 290, pp. 2319-2323
2. Cox, T., and Cox, M.: 'Multidimensional scaling' (Chapman & Hall, 2001, 2nd edn.)
3. Williams, C.K.I.: 'On a connection between kernel PCA and metric multidimensional scaling', Mach. Learn., 2002, 46, pp. 11-19
4. Ham, J., Lee, D.D., Mika, S., and Schölkopf, B.: 'A kernel view of the dimensionality reduction of manifold'. Proc. Int. Conf. Machine Learning, Banff, Canada, 2004, pp. 369-376
5. Schölkopf, B., Smola, A.J., and Müller, K.-R.: 'Nonlinear component analysis as a kernel eigenvalue problem', Neural Comput., 1998, 10, (5), pp. 1299-1319