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

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

Author
Jürgen Beyerer, Christian Kühnert, Oliver Niggemann
Publisher
Springer Berlin Heidelberg,Springer Vieweg
Language
English
Edition
1st ed.
Year
2019
Page
VII, 136
ISBN
978-3-662-58484-2,978-3-662-58485-9
File Type
pdf
File Size
8.8 MiB

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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