Machine Learning for Cyber Physical Systems
Selected papers from the International Conference ML4CPS 2015
Springer Berlin Heidelberg
ISBN 978-3-662-48838-6
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Bibliografische Daten
eBook. PDF
2016
VI, 121 p. 12 illus. in color..
In englischer Sprache
Umfang: 121 S.
Verlag: Springer Berlin Heidelberg
ISBN: 978-3-662-48838-6
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Technologien für die intelligente Automation
Produktbeschreibung
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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