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Statistical Learning for Systems Modeling: Statistical Learning for Systems Modeling in Reproducing Kernel Hilbert Spaces - Okba Taouali

English
2023-10-28
€75.72 €108.17

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The work presented in this report falls within the framework of Machine Learning where we seek to model a non-linear system and to identify online the parameters of the model considered. This model is developed in a reproducing kernel Hilbert space (RKHS). These so-called representation or black box models are linear with respect to their parameters. They have had great success in identifying nonlinear syst ... Full description

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Description

The work presented in this report falls within the framework of Machine Learning where we seek to model a non-linear system and to identify online the parameters of the model considered. This model is developed in a reproducing kernel Hilbert space (RKHS). These so-called representation or black box models are linear with respect to their parameters. They have had great success in identifying nonlinear systems using kernel methods.

More Information

Author Okba Taouali
Publisher Our Knowledge Publishing
Release year 2023
Cover type Softcover
EAN 9786206575672
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€75.72 €108.17