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Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference Ml4cps 2020 (2021)

Contributor(s): Beyerer, Jürgen (Editor), Maier, Alexander (Editor), Niggemann, Oliver (Editor)

ISBN: 9783662627457

Publisher: Springer Vieweg

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Pub Date: December 24, 2020

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.30" H x 9.40" L x 7.60" W ( 0.50 lbs) 130 pages

Series: Technologien Für Die Intelligente Automation

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Description:

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.


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