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Machine Learning for Cyber Physical Systems

Selected papers from the International Conference ML4CPS 2016. Technologien fur die intelligente Automation 3

Format: Paperback / softback
Publisher: Springer Fachmedien Wiesbaden, Weisbaden, Germany
Imprint: Springer Vieweg
Published: 6th Dec 2016
Dimensions: w 170mm h 244mm d 4mm
Weight: 147g
ISBN-10: 3662538059
ISBN-13: 9783662538050
Barcode No: 9783662538050
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Synopsis
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.

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