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167
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
Theoretical and experimental analyses of bagging indicate that it is primarily a variance reduction technique. This suggests that bagging should be applied to learning algorithms ...
175
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ISBI
2006
IEEE
16 years 7 months ago
2006
IEEE
We present an algebraic solution to direct registration of diffusion tensor images under various local deformation models. We show how to linearly recover the deformation from the...
138
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ISBI
2006
IEEE
16 years 7 months ago
2006
IEEE
The minicolumn is generally considered the basic unit of the neocortex in all the mammalian brains. Enlargement of the cortical surface is believed to occur through the addition o...
165
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KDD
2009
ACM
16 years 7 months ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
181
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WWW
2009
ACM
16 years 1 months ago
2009
ACM
As an alternative to previous studies on extracting class attributes from unstructured text, which consider either Web documents or query logs as the source of textual data, A boo...