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188
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PR
2007
15 years 4 months ago
2007
The advantage of a kernel method often depends critically on a proper choice of the kernel function. A promising approach is to learn the kernel from data automatically. In this p...
162
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AUTOMATICA
2008
15 years 3 months ago
2008
This paper presents a generation expansion model for the power sector which incorporates several features that make it very interesting for its application to current electricity m...
173
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Gaussian graphical models are of great interest in statistical learning. Because the conditional independencies between different nodes correspond to zero entries in the inverse c...
183
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CORR
2008
Springer
15 years 3 months ago
2008
Springer
XML data warehouses form an interesting basis for decision-support applications that exploit complex data. However, native-XML database management systems (DBMSs) currently bear l...
117
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JSAC
2010
15 years 3 months ago
2010
—Shannon’s discovery of digital communication has shaped the architecture of virtually all communication systems in use today. The digital communication paradigm is built aroun...