دانلود کتاب Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2017

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Front Matter ....Pages I-VII
Prescriptive Maintenance of CPPS by Integrating Multimodal Data with Dynamic Bayesian Networks (Fazel Ansari, Robert Glawar, Wilfried Sihn)....Pages 1-8
Evaluation of Deep Autoencoders for Prediction of Adjustment Points in the Mass Production of Sensors (Martin Lachmann, Tilman Stark, Martin Golz, Eberhard Manske)....Pages 9-16
Differential Evolution in Production Process Optimization of Cyber Physical Systems (Katharina Giese, Jens Eickmeyer, Oliver Niggemann)....Pages 17-23
Machine Learning for Process-X: A Taxonomy (Felix Reinhart, Sebastian von Enzberg, Arno Kühn, Roman Dumitrescu)....Pages 25-33
Intelligent edge processing (Ljiljana Stojanovic)....Pages 35-42
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems. (Andreas Bunte, Peng Li, Oliver Niggemann)....Pages 43-51
Semi-supervised Case-based Reasoning Approach to Alarm Flood Analysis (Marta Fullen, Peter Schüller, Oliver Niggemann)....Pages 53-61
Verstehen von Maschinenverhalten mit Hilfe von Machine Learning (Heinrich Warkentin, Meike Wocken, Alexander Maier)....Pages 63-71
Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures (Carlos Paiz Gatica, Marco Platzner)....Pages 73-80
The Acoustic Test System for Transmissions in the VW Group (Thomas Lewien, Ivan Slimak, Pyare Püschel)....Pages 81-87