53 search results - page 1 / 11 » Recursive SVM feature selection and sample classification fo... |
56
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BMCBI
2006
15 years 15 days ago
2006
105
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BMCBI
2004
15 years 9 days ago
2004
Background: Recent technological advances in mass spectrometry pose challenges in computational mathematics and statistics to process the mass spectral data into predictive models...
127
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BMCBI
2007
15 years 14 days ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
97
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CSDA
2008
15 years 16 days ago
2008
Mass spectrometry from clinical specimens is used in order to identify biomarkers in a diagnosis. Thus, a reliable method for both feature selection and classification is required...
121
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BMCBI
2010
15 years 17 days ago
2010
Background: Data generated using `omics' technologies are characterized by high dimensionality, where the number of features measured per subject vastly exceeds the number of...