206 search results - page 15 / 42 » GRASP for Instance Selection in Medical Data Sets |
144
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ICPPW
2005
IEEE
15 years 11 months ago
2005
IEEE
This paper addresses the Microarray Gene Ordering problem. It consists in ordering a set of genes, grouping together the ones with similar behavior. This behavior can be measured ...
201
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ACML
2009
Springer
15 years 10 months ago
2009
Springer
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
269
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CIARP
2011
Springer
14 years 6 months ago
2011
Springer
Abstract. In many classification problems, and in particular in medical domains, it is common to have an unbalanced class distribution. This pose problems to classifiers as they ...
150
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EUROCAST
2003
Springer
15 years 11 months ago
2003
Springer
This paper considers the problem of texture description and feature selection for the classification of tissues in 3D Magnetic Resonance data. Joint statistical measures like grey...
142
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DIS
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. One of the most exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, i...