Machine Learning for Cyber Physical Systems - Hardcover

Niggemann, Oliver; Kühnert, Christian; Beyerer, Jürgen

Hardcover

ISBN 10: 1013270797 ISBN 13: 9781013270796

Publisher: Saint Philip Street Press, 2020

Synopsis

This Open Access proceedings 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, October 23-24, 2018. 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.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Edition details

• Publisher: Saint Philip Street Press
• Publication date: 2020
• Language: English
• ISBN 10: 1013270797
• ISBN 13: 9781013270796
• Binding: Hardcover
• Number of pages: 144