Technologien für die intelligente Automation: Selected papers from the International Conference ML4CPS 2017

Beyerer, Jürgen; Maier, Alexander; Niggemann, Oliver

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.

Details

Published by: Springer Vieweg

Publication Date: 2019-04-10

Format: Paperback

ISBN-13: 9783662590836

DOI: 10.1007/978-3-662-59084-3

Dimensions: 240cm x168cm

Pages: 87