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212
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IDEAL
2010
Springer
15 years 4 months ago
2010
Springer
Based on studies and experiments on the loss term of SVMs, we argue that 1-norm measurement is better than 2-norm measurement for outlier resistance. Thus, we modify the previous 2...
233
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CVPR
2011
IEEE
15 years 2 months ago
2011
IEEE
We consider the problem of fitting one or more subspaces to a collection of data points drawn from the subspaces and corrupted by noise/outliers. We pose this problem as a rank m...
209
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TMI
2010
15 years 1 months ago
2010
We introduce a novel algorithm to address the challenges in magnetic resonance (MR) spectroscopic imaging. In contrast to classical sequential data processing schemes, the proposed...
202
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SDM
2011
SIAM
14 years 9 months ago
2011
SIAM
The biclustering, co-clustering, or subspace clustering problem involves simultaneously grouping the rows and columns of a data matrix to uncover biclusters or sub-matrices of the...
186
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ISBI
2004
IEEE
16 years 7 months ago
2004
IEEE
The practice of image processing inherently requires software development. Creating this technology requires designing, implementing, debugging and testing software applications o...