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Kernel spectral clustering for dynamic data using multiple kernel learning

Published in IEEE International Joint Conference on Neural Network • Aug 1, 2013
NobleIDNI8P67W12R92S02
Authors:
Diego H. Peluffo-Ordóńez
,
Sergio García-Vega
,
Rocco Langone

Abstract

In this paper we propose a kernel spectral clustering-based technique to catch the different regimes experienced by a time-varying system. Our method is based on a multiple kernel learning approach, which is a linear combination of kernels. The calculation of the linear combination coefficients is d...

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