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PUC
2002
15 years 2 months ago
2002
IJET
2010
15 years 27 days ago
2010
JCIT
2010
14 years 9 months ago
2010
113
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
The success of kernel methods including support vector machines (SVMs) strongly depends on the design of appropriate kernels. While initially kernels were designed in order to han...
102
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KDD
2009
ACM
2009
ACM
Quantification and semi-supervised classification methods for handling changes in class distribution
16 years 3 months ago
In realistic settings the prevalence of a class may change after a classifier is induced and this will degrade the performance of the classifier. Further complicating this scenari...