1364 search results - page 228 / 273 » Sampling Methods for Unsupervised Learning |
105
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BMCBI
2006
2006
A minimally invasive multiple marker approach allows highly efficient detection of meningioma tumors
14 years 11 months ago
Background: The development of effective frameworks that permit an accurate diagnosis of tumors, especially in their early stages, remains a grand challenge in the field of bioinf...
JAIR
2008
14 years 11 months ago
2008
Machine learning techniques are gaining prevalence in the production of a wide range of classifiers for complex real-world applications with nonuniform testing and misclassificati...
98
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TNN
2010
14 years 5 months ago
2010
In recent years, learning from imbalanced data has attracted growing attention from both academia and industry due to the explosive growth of applications that use and produce imba...
111
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WILF
2007
Springer
15 years 5 months ago
2007
Springer
Background: Quantitative analysis of differential protein expressions requires to align temporal elution measurements from liquid chromatography coupled to mass spectrometry (LC/M...
111
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BMCBI
2007
14 years 11 months ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...