305 search results - page 42 / 61 » Gene function prediction using labeled and unlabeled data |
135
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BMCBI
2010
15 years 4 months ago
2010
Background: A simple classification rule with few genes and parameters is desirable when applying a classification rule to new data. One popular simple classification rule, diagon...
135
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PAKDD
2005
ACM
15 years 9 months ago
2005
ACM
Abstract. It is estimated that 20% of genes in the human genome encode for integral membrane proteins (IMPs) and some estimates are much higher. IMPs control a broad range of event...
125
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AAAI
2010
15 years 5 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
188
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BMCBI
2010
14 years 11 months ago
2010
Background: Genome context methods have been introduced in the last decade as automatic methods to predict functional relatedness between genes in a target genome using the patter...
205
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BMCBI
2006
15 years 4 months ago
2006
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...