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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 selected papers from the fifth international Conference ML4CPS - Machine Learning for Cyber Physical Systems, which was held in Berlin, March 12-13, 2020.  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.  

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Technik Bau- und Umwelttechnik

• Full title: Machine Learning for Cyber Physical Systems
• Author: Oliver Niggemann, Alexander Maier
• Language: English
• Binding: Paperback
• Number of pages: 140
• EAN: 9783662627457
• ISBN: 3662627450
• ID: 33511348
• Publisher: Springer Berlin Heidelberg
• Weight: 248 g
• Dimensions: 240 × 168 × 8 mm
• Date of publishing: 24. December 2020

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