Machine Learning for Cyber-Physical Systems: Selected papers from the International Conference ML4CPS 2023 (Technologien für die intelligente Automation, 18)
by: Oliver Niggemann (Editor),Jürgen Beyerer (Editor),Maria Krantz (Editor),Christian Kühnert (Editor)&1more
Publisher: Springer
Edition: 2024th
Publication Date: 2024/6/21
Language: English
Print Length: 137 pages
ISBN-10: 3031470613
ISBN-13: 9783031470615
Book Description
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 Hamburg (Germany), March 29th to 31st, 2023. 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 is an open access book.
About the Author
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 Hamburg (Germany), March 29th to 31st, 2023. 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 is an open access book.
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