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» Multi-Instance Dimensionality Reduction
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PRL
1998
55views more  PRL 1998»
13 years 7 months ago
Non-linear dimensionality reduction techniques for unsupervised feature extraction
Steve De Backer, Antoine Naud, Paul Scheunders
PAMI
2007
102views more  PAMI 2007»
13 years 7 months 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
IJCV
2010
90views more  IJCV 2010»
13 years 6 months ago
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding
Guy Rosman, Michael M. Bronstein, Alexander M. Bro...
IJON
2010
94views more  IJON 2010»
13 years 6 months ago
Constrained Laplacian Eigenmap for dimensionality reduction
Chun Chen, Lijun Zhang 0005, Jiajun Bu, Can Wang, ...