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Regularized System Identification. Learning Dynamic Models from Data

This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learn...

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Bibliographic Details
Main Authors: Pillonetto, Gianluigi (Author), Chen, Tianshi (Author), Chiuso, Alessandro (Author), De Nicolao, Giuseppe (Author), Ljung, Lennart (Author)
Format: Electronic Book
Language:English
Published: Cham, Switzerland: Springer, 2022.
Series:Communications and Control Engineering (CCE).
Subjects:
Sistemas dinámicos > Sistemas lineales y no lineales
Probabilidad y estadística > Regresión lineal
Teoría de sistemas > Aprendizaje automático
Online Access:Disponible Online.
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