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Machine Learning for Cyber Physical Systems
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  • Title: Machine Learning for Cyber Physical Systems
  • Author(s) Jurgen Beyerer (Editor), Christian Kuhnert (Editor), Oliver Niggemann (Editor)
  • Publisher: Springer Vieweg; 1st ed.; eBook (Creative Commons Licensed)
  • License(s): Creative Commons License (CC)
  • Hardcover: 233 pages
  • eBook: PDF
  • Language: English
  • ISBN-10: 3662584840
  • ISBN-13: 978-3662584842
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Book Description

This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems (CPS), experiences and visions.

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.

About the Authors
  • Jurgen Beyerer is Professor at the Department for Interactive Real-Time Systems at the Karlsruhe Institute of Technology.
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