Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

Machine Learning for Cyber Physical Systems

Selected papers from the International Conference ML4CPS 2015
 
: Niggemann, Oliver; Beyerer, Jürgen

Berlin: Springer Vieweg, 2016, VI, 121 S.
Technologien für die intelligente Automation, 1
Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS) <1, 2015, Lemgo>
ISBN: 978-3-662-48836-2 (print)
ISBN: 978-3-662-48838-6 (online)
Englisch
Tagungsband
Fraunhofer IOSB ()

Abstract
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 1-2, 2015.
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.

: http://publica.fraunhofer.de/dokumente/N-379582.html