Beyerer, Jürgen
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
Keywords: Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Knowledge Management
- Editor
- Beyerer, Jürgen
- Kühnert, Christian
- Niggemann, Oliver
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Series
- Technologien für die intelligente Automation
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9783662538067
- Printed ISBN
- 978-3-662-53805-0