207 search results - page 23 / 42 » Classification with reject option in gene expression data |
106
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BMCBI
2004
14 years 9 months ago
2004
Background: Functional genomics studies are yielding information about regulatory processes in the cell at an unprecedented scale. In the yeast S. cerevisiae, DNA microarrays have...
103
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BMCBI
2011
14 years 4 months ago
2011
Background: DNA microarrays have become a nearly ubiquitous tool for the study of human disease, and nowhere is this more true than in cancer. With hundreds of studies and thousan...
BMCBI
2008
14 years 9 months ago
2008
Background: The analysis of gene sets has become a popular topic in recent times, with researchers attempting to improve the interpretability and reproducibility of their microarr...
RECOMB
2004
Springer
15 years 9 months ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...
103
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BMCBI
2010
14 years 9 months ago
2010
Background: Many research results show that the biological systems are composed of functional modules. Members in the same module usually have common functions. This is useful inf...