241 search results - page 16 / 49 » Minimum Redundancy Feature Selection from Microarray Gene Ex... |
141
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BMCBI
2006
15 years 4 months ago
2006
Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
117
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RECOMB
2009
Springer
16 years 5 months ago
2009
Springer
Abstract. Between-Pathway Models (BPMs) are network motifs consisting of pairs of putative redundant pathways. In this paper, we show how adding another source of high-throughput d...
130
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GECCO
2005
Springer
15 years 10 months ago
2005
Springer
Identification of those genes that might anticipate the clinical behavior of different types of cancers is challenging due to availability of a smaller number of patient samples...
164
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BMCBI
2005
15 years 4 months ago
2005
Background: Numerous nonparametric approaches have been proposed in literature to detect differential gene expression in the setting of two user-defined groups. However, there is ...
122
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BMCBI
2006
15 years 4 months ago
2006
Background: Feature selection is an approach to overcome the 'curse of dimensionality' in complex researches like disease classification using microarrays. Statistical m...