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

Active Bibliography

5 Local Linear Smoothing for Nonlinear Manifold Learning – Zhenyue Zhang, Hongyuan Zha - 2003
4 Clustering, Dimensionality Reduction, and Side Information – Hiu Chung Law - 2006
1 Unsupervised Dimensionality Reduction: Overview and Recent Advances – John A. Lee, Michel Verleysen - 2010
MANY – Ruiping Wang, Shiguang Shan, Xilin Chen, Senior Member, Jie Chen, Wen Gao
18 Isometric Embedding and Continuum ISOMAP – Hongyuan Zha Zha, Zhenyue Zhang - 2003
Auto-associative models and generalized Principal component analysis – Girard Stéphane, Iovleff Serge - 2013
14 Nonlinear PCA: a missing data approach – Matthias Scholz, Fatma Kaplan, Charles L. Guy, Joachim Kopka, Joachim Selbig - 2005
Automated Local Linear Embedding with an application to microarray data – Elisa Grilli - 2006
TNN05-P800 1 DD-HDS: a method for visualization and exploration of high-dimensional data – Sylvain Lespinats, Michel Verleysen, Senior Member, Alain Giron, Bernard Fertil
doi:10.1155/2008/862015 Research Article A Metric Multidimensional Scaling-Based Nonlinear Manifold Learning Approach for Unsupervised Data Reduction – M. Brucher, Ch. Heinrich, F. Heitz, J. -p. Armspach
The Annals of Statistics OBJECT ORIENTED DATA ANALYSIS: SETS OF TREES 1 – Haonan Wang, J. S. Marron
6 Object oriented data analysis: Sets of trees – Haonan Wang, J. S. Marron
3 Nonlinear dimensionality reduction by topologically constrained isometric embedding – Guy Rosman, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel - 2009
16 Dimensionality Reduction: A Comparative Review – L.J.P. van der Maaten, E. O. Postma, H. J. van den Herik - 2008
12 U.: Riemannian manifold learning for nonlinear dimensionality reduction, Lect. Notes Comput – Tony Lin, Hongbin Zha, Sang Uk Lee
1 How to Train a Classifier Based on the Huge Face Database – Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao
6 Enhancing human face detection by resampling examples through manifolds – Jie Chen, Student Member, Ruiping Wang, Shengye Yan, Student Member, Shiguang Shan, Xilin Chen, Senior Member
162 Charting a Manifold – Matthew Brand, Matthew Brand - 2003
Manifolds – Erzsébet Merényi, Kadim Tasdemir, Lili Zhang