962 search results - page 7 / 193 » Redundancy based feature selection for microarray data |
132
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BMCBI
2006
14 years 9 months ago
2006
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
114
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ALMOB
2007
14 years 9 months ago
2007
Background: Feature selection plays an undeniably important role in classification problems involving high dimensional datasets such as microarray datasets. For filter-based featu...
BMCBI
2011
14 years 4 months ago
2011
Background: The Gene Ontology (GO) Consortium organizes genes into hierarchical categories based on biological process, molecular function and subcellular localization. Tools such...
119
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BMCBI
2004
14 years 9 months ago
2004
Background: When publishing large-scale microarray datasets, it is of great value to create supplemental websites where either the full data, or selected subsets corresponding to ...
101
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TEC
2008
14 years 9 months ago
2008
In general, the analysis of microarray data requires two steps: feature selection and classification. From a variety of feature selection methods and classifiers, it is difficult t...