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Regularized System Identification Learning Dynamic Models from Data

अन्य संस्करण दिखाएं (2)

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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ग्रंथसूची विवरण
मुख्य लेखक:	Pillonetto, Gianluigi (auth)
अन्य लेखक:	Chen, Tianshi (auth), Chiuso, Alessandro (auth), De Nicolao, Giuseppe (auth), Ljung, Lennart (auth)
स्वरूप:	इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:	अंग्रेज़ी
प्रकाशित:	Cham Springer Nature 2022
श्रृंखला:	Communications and Control Engineering
विषय:	Machine learning Automatic control engineering Statistical physics Bayesian inference Probability & statistics Cybernetics & systems theory System Identification Machine Learning Linear Dynamical Systems Nonlinear Dynamical Systems Kernel-based Regularization Bayesian Interpretation of Regularization Gaussian Processes Reproducing Kernel Hilbert Spaces Estimation Theory Support Vector Machines Regularization Networks
ऑनलाइन पहुंच:	OAPEN Library: download the publication OAPEN Library: description of the publication
टैग:	टैग जोड़ें कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!

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