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» Sparse Subspace Clustering
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CSB
2005
IEEE
15 years 7 months ago
Two-way clustering of gene expression profiles by sparse matrix factorization
Alberto D. Pascual-Montano, Francisco Tirado, Pedr...
CVPR
2009
IEEE
1599views Computer Vision» more  CVPR 2009»
16 years 9 months ago
Multi-Label Sparse Coding for Automatic Image Annotation
In this paper, we present a multi-label sparse coding framework for feature extraction and classification within the context of automatic image annotation. First, each image is ...
Changhu Wang (University of Science and Technology...
AAAI
2008
15 years 4 months ago
Sparse Projections over Graph
Recent study has shown that canonical algorithms such as Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) can be obtained from graph based dimensionality ...
Deng Cai, Xiaofei He, Jiawei Han
PAKDD
2000
ACM
124views Data Mining» more  PAKDD 2000»
15 years 5 months ago
Feature Selection for Clustering
In clustering, global feature selection algorithms attempt to select a common feature subset that is relevant to all clusters. Consequently, they are not able to identify individu...
Manoranjan Dash, Huan Liu