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Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2015

Jürgen Beyerer - Personal Name; Oliver Niggemann - Personal Name;

The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Lemgo, October 1-2, 2015.
Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.


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Detail Information
Series Title
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Call Number
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Publisher
Heidelberg : Springer Vieweg Berlin, Heidelberg., 2016
Collation
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Language
English
ISBN/ISSN
978-3-662-48838-6
Classification
NONE
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Carrier Type
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Edition
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Subject(s)
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Specific Detail Info
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Statement of Responsibility
Oliver Niggemann, Jürgen Beyerer
Other Information
Cataloger
Kholif Basri
Source
https://link.springer.com/book/10.1007/978-3-662-48838-6
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  • Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2015
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