1860 search results - page 193 / 372 » Boosting Methods for Regression |
141
Voted
IJON
2006
15 years 3 months ago
2006
Abstract. Functional data analysis is a growing research field and numerous works present a generalization of the classical statistical methods to function classification or regres...
129
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Although semi-supervised learning has been an active area of research, its use in deployed applications is still relatively rare because the methods are often difficult to impleme...
138
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We propose a method for the classification of matrices. We use a linear classifier with a novel regularization scheme based on the spectral 1-norm of its coefficient matrix. The s...
110
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IFIP12
2008
15 years 4 months ago
2008
The Repertory Grid method is widely used in knowledge engineering to infer functional relationships between constructs given by an expert. The method is ignoring information that c...
221
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CORR
2010
Springer
15 years 20 days ago
2010
Springer
The CUR decomposition provides an approximation of a matrix X that has low reconstruction error and that is sparse in the sense that the resulting approximation lies in the span o...