514 search results - page 7 / 103 » Robust Feature Selection by Mutual Information Distributions |
126
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CIARP
2006
Springer
15 years 5 months ago
2006
Springer
Feature selection and dimensionality reduction are crucial research fields in pattern recognition. This work presents the application of a novel technique on dimensionality reducti...
106
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ICIAR
2004
Springer
15 years 7 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
121
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MICCAI
2007
Springer
16 years 2 months ago
2007
Springer
Abstract. We present a new method for the fast and robust computation of information theoretic similarity measures for alignment of multi-modality medical images. The proposed meth...
140
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TCBB
2010
15 years 6 days ago
2010
—Gene expression data usually contain a large number of genes, but a small number of samples. Feature selection for gene expression data aims at finding a set of genes that best...
105
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GRC
2008
IEEE
15 years 2 months ago
2008
IEEE
Feature selection is an important problem for pattern classification systems. Mutual information is a good indicator of relevance between variables, and has been used as a measure...