ENGLISH

Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2015

By Oliver Niggemann , Jürgen Beyerer (eds.)

Book information

Publisher
Springer Vieweg
Year
2016
ISBN
978-3-662-48836-2, 978-3-662-48838-6
DOI
10.1007/978-3-662-48838-6
Language
english
Format
PDF
Filesize
5 MB (5195606 bytes)
Series
Technologien für die intelligente Automation
Edition
1
Pages
VI, 121\124
Time added
2016-03-14 21:35:01
Computational Intelligence; Data Mining and Knowle

Description

The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papersfrom 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.

Similar books