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ICMLA
2009
14 years 9 months ago
2009
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
102
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JMLR
2010
14 years 6 months ago
2010
In this paper we propose a new algorithm for learning polyhedral classifiers. In contrast to existing methods for learning polyhedral classifier which solve a constrained optimiza...
ISSRE
2010
IEEE
14 years 9 months ago
2010
IEEE
—Architecture-based software reliability analysis methods shall help software architects to identify critical software components and to quantify their influence on the system r...
CVPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Face detection methods based on a cascade architecture have demonstrated fast and robust performance. Cascade learning is aided by the modularity of the architecture in which node...
109
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TNN
2010
14 years 6 months ago
2010
Statistical learning methods are emerging as a valuable tool for decoding information from neural imaging data. The noisy signal and the limited number of training patterns that ar...