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Book Synopsis

This Open Access proceedings 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 Karlsruhe, October 23-24, 2018.

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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Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2018

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    A Paperback by Jürgen Beyerer, Christian Kühnert, Oliver Niggemann

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      View other formats and editions of Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2018 by Jürgen Beyerer

      Publisher: Springer Fachmedien Wiesbaden
      Publication Date: 18/12/2018
      ISBN13: 9783662584842, 978-3662584842
      ISBN10: 3662584840

      Description

      Book Synopsis

      This Open Access proceedings 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 Karlsruhe, October 23-24, 2018.

      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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