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» Dimensionality reduction and generalization
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88
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PRL
1998
55views more  PRL 1998»
15 years 15 days ago
Non-linear dimensionality reduction techniques for unsupervised feature extraction
Steve De Backer, Antoine Naud, Paul Scheunders
114
Voted
PAMI
2007
102views more  PAMI 2007»
15 years 10 days ago
Feature Subset Selection and Ranking for Data Dimensionality Reduction
—A new unsupervised forward orthogonal search (FOS) algorithm is introduced for feature selection and ranking. In the new algorithm, features are selected in a stepwise way, one ...
Hua-Liang Wei, Stephen A. Billings
58
Voted
IJCV
2010
90views more  IJCV 2010»
14 years 11 months ago
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding
Guy Rosman, Michael M. Bronstein, Alexander M. Bro...
56
Voted
IJON
2010
94views more  IJON 2010»
14 years 11 months ago
Constrained Laplacian Eigenmap for dimensionality reduction
Chun Chen, Lijun Zhang 0005, Jiajun Bu, Can Wang, ...