399 search results - page 50 / 80 » Systematic gene function prediction from gene expression dat... |
160
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BMCBI
2008
15 years 5 months ago
2008
Background: The functional characterization of newly discovered proteins has been a challenge in the post-genomic era. Protein-protein interactions provide insights into the funct...
194
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BMCBI
2004
15 years 5 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...
163
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BIOINFORMATICS
2006
15 years 5 months ago
2006
Motivation: Over 50% of human genes contain CpG islands in their 5'-regions. Methylation patterns of CpG islands are involved in tissue-specific gene expression and regulatio...
193
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IJCNN
2008
IEEE
15 years 12 months ago
2008
IEEE
— Gene expression based cancer classification using classifier ensembles is the main focus of this work. A new ensemble method is proposed that combines predictions of a small ...
128
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ICMLA
2008
15 years 7 months ago
2008
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...