85 search results - page 14 / 17 » Stahel-Donoho estimation for high-dimensional data |
164
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PKDD
2009
Springer
16 years 28 days ago
2009
Springer
Abstract. This paper presents a novel feature selection method for classification of high dimensional data, such as those produced by microarrays. It includes a partial supervisio...
137
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
There are different approaches to pose estimation and registration of different body parts using voxel data. We propose a general bottom-up approach in order to segment the voxels...
191
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BMCBI
2010
15 years 6 months ago
2010
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
175
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ICCV
2001
IEEE
16 years 8 months ago
2001
IEEE
Principal Component Analysis (PCA) has been widely used for the representation of shape, appearance, and motion. One drawback of typical PCA methods is that they are least squares...
174
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ICASSP
2007
IEEE
16 years 21 days ago
2007
IEEE
This paper proposes a novel feature selection method based on twostage analysis of Fisher Ratio and Mutual Information for robust Brain Computer Interface. This method decomposes ...