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ML4CPS 2016: Karlsruhe, Germany

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Jürgen Beyerer, Oliver Niggemann, Christian Kühnert:
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2016, Karlsruhe, Germany, September 29, 2016. Springer 2017, ISBN 978-3-662-53805-0
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Caren Dripke, Sara Höhr, Akos Csiszar, Alexander Verl:
A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths. 1-8
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Michael Jacoby, Till Riedel:
Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection. 9-15
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Alberto Ogbechie, Javier Diaz-Rozo, Pedro Larrañaga, Concha Bielza:
Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment. 17-24
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Christian Kühnert, Miriam Schleipen, Michael Okon, Robert Henßen, Tino Bischoff:
A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms. 25-33
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Thomas Bernard, Marc Baruthio, Claude Steinmetz, Jean-Marc Weber:
Cloud-based event detection platform for water distribution networks using machine-learning algorithms. 35-43
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Christian Kühnert, Idel Montalvo Arango:
A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems. 45-54
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Idel Montalvo Arango, Joaquín Izquierdo Sebastián:
Agent Swarm Optimization: Exploding the search space. 55-64
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Ankush Meshram, Christian Haas:
Anomaly Detection in Industrial Networks using Machine Learning: A Roadmap. 65-72

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