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Herausgeber: 
  • Jürgen Beyerer
  • Christian Kühnert
  • Oliver Niggemann
  • Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2016 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Dezember 2016  
    Genre:  Naturwissensch., Medizin, Technik 
     
    C / Computational Intelligence / Data Mining / Data Mining and Knowledge Discovery / engineering / Expert systems / knowledge-based systems / Knowledge Management / machine learning
    ISBN:  9783662538050 
    EAN-Code: 
    9783662538050 
    Verlag:  Springer EN 
    Einband:  Kartoniert  
    Sprache:  English  
    Serie:  #03 - Technologien für die intelligente Automation  
    Dimensionen:  H 240 mm / B 168 mm / D  
    Gewicht:  1503 gr 
    Seiten:  72 
    Illustration:  VII, 72 p. 24 illus., 19 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    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.


    The Editors

    Prof. Dr.-Ing.Jürgen Beyerer is Professor at the  Department for Interactive Real-Time Systems at the Karlsruhe Institute of Technology. In addition he manages the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB.


    Prof. Dr.Oliver Niggemann is Professor for Embedded Software Engineering. His research interests are in the field of Distributed Real-time Software and in the fields of analysis and diagnosis of distributed systems. He is a board member of the inIT and a senior researcher at the Fraunhofer Application Center Industrial Automation INA located in Lemgo.


    Dr.Christian Kühnert is a senior researcher at the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB. His research interests are in the field of machine-learning, data-fusion and data-driven condition monitoring. 

      



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