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171
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JMLR
2006
15 years 5 months ago
2006
Kernels are two-placed functions that can be interpreted as inner products in some Hilbert space. It is this property which makes kernels predestinated to carry linear models of l...
167
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JMLR
2006
15 years 5 months ago
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
137
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LRE
2008
15 years 5 months ago
2008
Since emotions are expressed through a combination of verbal and non-verbal channels, a joint analysis of speech and gestures is required to understand expressive human communicati...
145
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ENGL
2007
15 years 5 months ago
2007
This research introduces a general class of functions serving as generalized neuron models to be used in artificial neural networks. They are cast in the common framework of comp...
149
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ENGL
2007
15 years 5 months ago
2007
Realize the operating conditions of a manufacturing plant are essential for providing corresponding actions responsively. This is because all processes are interrelated and a smal...