Principal manifolds and nonlinear dimensionality reduction via tangent space alignment zhenyue zhang, hongyuan zha (2004)

by Zhenyue Zhang , Hongyuan Zha
Venue:SIAM Journal on Scientific Computing
Citations:133 - 8 self

Documents Related by Co-Citation

1692 A global geometric framework for nonlinear dimensionality reduction – J B Tenenbaum, V de Silva, J C Langford
1615 Nonlinear dimensionality reduction by locally linear embedding – Sam T. Roweis, Lawrence K. Saul - 2000
734 Laplacian Eigenmaps for Dimensionality Reduction and Data Representation – Mikhail Belkin, Partha Niyogi - 2003
425 Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering – Mikhail Belkin, Partha Niyogi - 2001
2590 Normalized Cuts and Image Segmentation – Jianbo Shi, Jitendra Malik - 2000
162 Unsupervised Learning of Image Manifolds by Semidefinite Programming – Kilian Q. Weinberger , Lawrence K. Saul - 2004
1004 Spectral graph theory – F Chung - 1997
162 Charting a Manifold – Matthew Brand, Matthew Brand - 2003
181 Hessian eigenmaps: Locally linear embedding techniques for high dimensional data – D Donoho, C Grimes - 2003
98 Hessian Eigenmaps: New Locally Linear Embedding Techniques For High-Dimensional Data – David L. Donoho, Carrie Grimes - 2003
252 Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds – Lawrence K. Saul, Sam T. Roweis, Yoram Singer - 2003
151 Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps – R. R. Coifman, S. Lafon, A. B. Lee, M. Maggioni, F. Warner, S. Zucker - 2005
58 Diffusion Maps, Spectral Clustering and Reaction – Boaz Nadler, Stephane Lafon, Ronald R. Coifman, Ioannis G. Kevrekidis - 2006
1102 On Spectral Clustering: Analysis and an algorithm – Andrew Y. Ng, Michael I. Jordan, Yair Weiss - 2001
112 Learning a kernel matrix for nonlinear dimensionality reduction – Kilian Q. Weinberger, Fei Sha, Lawrence K. Saul - 2004
72 Diffusion Wavelets – Ronald R. Coifman, Mauro Maggioni - 2004
320 Segmentation using eigenvectors: A unifying view – Yair Weiss - 1999
56 On a Connection between Kernel PCA and Metric Multidimensional Scaling – Christpher K.I. Williams - 2001
110 A Kernel View Of The Dimensionality Reduction Of Manifolds РJihun Ham, Daniel D. Lee, Sebastian Mika, Bernhard Sch̦lkopf - 2003