Machine Learning for Cyber Physical Systems

1. A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths
Caren Dripke, Sara Höhr, Akos Csiszar, Alexander Verl

2. Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection
Michael Jacoby, Till Riedel

3. Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment
Alberto Ogbechie, Javier Díaz-Rozo, Pedro Larrañaga, Concha Bielza

4. A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms
Christian Kühnert, Miriam Schleipen, Michael Okon, Robert Henßen, Tino Bischoff

5. Cloud-based event detection platform for water distribution networks using machine-learning algorithms
Thomas Bernard, Marc Baruthio, Claude Steinmetz, Jean-Marc Weber

6. A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems
Christian Kühnert, Idel Montalvo Arango

7. Agent Swarm Optimization: Exploding the search space
Idel Montalvo Arango, Joaquín Izquierdo Sebastián

8. Anomaly Detection in Industrial Networks using Machine Learning: A Roadmap
Ankush Meshram, Christian Haas

Avainsanat: Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Knowledge Management