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Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference Ml4cps 2017 (2020)

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

ISBN: 9783662590836

Publisher: Springer Vieweg

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Pub Date: April 10, 2019

Dewey: 004.6

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.20" H x 9.61" L x 6.69" W ( 0.37 lbs) 87 pages

Series: Technologien Für Die Intelligente Automation

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Description:

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 25th-26th, 2017.

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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