4629 search results - page 51 / 926 » Space Kernel Analysis |
155
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ML
2007
ACM
15 years 4 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
139
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BIBM
2008
IEEE
15 years 7 months ago
2008
IEEE
: The analysis of Biological Regulatory Network (BRN) leads to compute the set of the possible behaviours of the biological components. These behaviours are seen as trajectories an...
182
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GFKL
2007
Springer
15 years 9 months ago
2007
Springer
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...
132
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NECO
2010
15 years 3 months ago
2010
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
146
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CORR
2010
Springer
15 years 5 months ago
2010
Springer
Histograms are widely used in medical imaging, network intrusion detection, packet analysis and other streambased high throughput applications. However, while porting such software...