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11

ESANN
2000

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Support Vector Committee Machines

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Support Vector Committee Machines

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Abstract. This paper proposes a mathematical programming framew ork for combining SVMs with possibly di erent kernels. Compared to single SVMs, the advantage of this approach is tw ofold:it creates SVMs with local domains of expertise leading to local enlargements of the margin, and it allows the use of simple linear kernels combined with a xed boolean operation that is particularly well suited for building dedicated hardware.

Dominique Martinez, Gilles Millerioux

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Added	01 Nov 2010
Updated	01 Nov 2010
Type	Conference
Year	2000
Where	ESANN
Authors	Dominique Martinez, Gilles Millerioux

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