Machine Learning for Cyber Physical Systems 1

Data & IT

Machine Learning for Cyber Physical Systems

Jürgen Beyerer • Oliver Niggemann • Christian Kühnert

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72 sidor
2016

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 Karlsruhe, September 29th, 2016. 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.

Författare: Jürgen Beyerer, Oliver Niggemann, Christian Kühnert
Format: Pocket/Paperback
ISBN: 9783662538050
Språk: Engelska
Antal sidor: 72
Utgivningsdatum: 2016-12-06
Förlag: Springer Fachmedien Wiesbaden