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Machine Learning for Cyber Physical Systems

Machine Learning for Cyber Physical Systems

Selected papers from the International Conference ML4CPS 2016

by Jurgen BeyererOliver Niggemann and Christian Kuhnert
Paperback
Publication Date: 03/01/2017
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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 Karlsruhe, September 29th, 2016.

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.
ISBN:
9783662538050
9783662538050
Category:
Machine learning
Format:
Paperback
Publication Date:
03-01-2017
Publisher:
Springer Fachmedien Wiesbaden
Country of origin:
Germany
Pages:
72
Dimensions (mm):
240x168x4mm
Weight:
1.5kg

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