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» Structure preserving embedding
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80
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CVPR
2008
IEEE
15 years 11 months ago
Exploiting side information in locality preserving projection
Even if the class label information is unknown, side information represents some equivalence constraints between pairs of patterns, indicating whether pairs originate from the sam...
Senjian An, Wanquan Liu, Svetha Venkatesh
96
Voted
SIGIR
2004
ACM
15 years 3 months ago
Locality preserving indexing for document representation
Document representation and indexing is a key problem for document analysis and processing, such as clustering, classification and retrieval. Conventionally, Latent Semantic Index...
Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma
MSCS
2006
93views more  MSCS 2006»
14 years 9 months ago
A Cartesian closed extension of the category of locales
We present a Cartesian closed category ELoc of equilocales, which contains the category Loc of locales as a reflective full subcategory. The embedding of Loc into ELoc preserves p...
Reinhold Heckmann
83
Voted
PR
2010
170views more  PR 2010»
14 years 8 months ago
Sparsity preserving projections with applications to face recognition
: Dimensionality reduction methods (DRs) have commonly been used as a principled way to understand the high-dimensional data such as face images. In this paper, we propose a new un...
Lishan Qiao, Songcan Chen, Xiaoyang Tan
EUROMICRO
1996
IEEE
15 years 1 months ago
Behaviour-Preserving Transformations in SHE: A Formal Approach to Architecture Design
SHE (Software/Hardware Engineering) is an objectoriented analysis, specification and design method for complex reactive hardware/software systems. SHE is based on the formal speci...
Jeroen Voeten, P. H. A. van der Putten, M. P. J. S...