Machine learning for cyber physical systems : selected papers from the International Conference ML4CPS 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...

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Bibliographic Details
Corporate Author ML4CPS (Conference) Karlsruhe, Germany)
Other Authors Beyerer, Jürgen (Editor), Niggemann, Oliver (Editor), Kühnert, Christian (Editor)
Format Electronic eBook
LanguageEnglish
Published Berlin, Germany : Springer Vieweg, 2017.
SeriesTechnologien für die intelligente Automation ; Bd. 3.
Subjects
Machine learning > Congresses.
Cooperating objects (Computer systems) > Congresses.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783662538067
9783662538050
Physical Description1 online resource

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Table of Contents:
  • A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths
  • Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection
  • Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment
  • A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms
  • Cloud-based event detection platform for water distribution networks using machine-learning algorithms
  • A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems
  • Agent Swarm Optimization: Exploding the search space
  • Anomaly Detection in Industrial Networks using Machine Learning. .

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