Autonomous Systems 2018

doi:10.51202/9783186862105

Autonomous Systems 2018

Proceedings of the 11th Conference

Reihe: Informatik/ Kommunikation

Band 862 1. Auflage 2018

Teilzugriff

doi.org/10.51202/9783186862105
ISBN print: 978-3-18-386210-8
ISBN online: 978-3-18-686210-5
VDI Verlag, Düsseldorf VDI Verlag, Düsseldorf

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Zusammenfassung

To meet the expectations raised by the terms Industry 4.0, Industrial Internet and Internet of Things, real innovations are necessary, which can be brought about by information processing systems working autonomously. Owing to their growing complexity and their embedding in ever-changing environments, their design becomes increasingly critical. Thus, the many topics addressed in this book range from data integration on hardware level to methods for security and safety of data and to stochastic methods, data interferences as well as machine learning and search in decentralised systems. Their validity is proven by extensive simulation results. Also, applications for methods from deep learning and neurocomputing are presented. The sustainable management of energy systems using intelligent methods of self-organisation and learning is dealt with in the second major part of this book. As in these particular settings, the assessment of network vulnerabilities plays a crucial role, respective ...

Schlagworte

Autonomous Systems Data Interferences Data Assessments Decentralised Search Machine Learning Deep Learning Simulation Energy Systems Safety Security

Kapitel Ausklappen | EinklappenAutorenSeiten
I–VI Titelei/Inhaltsverzeichnis I–VI
1–2 Keynotes 1–2
- 1–1 Keynote 1: Deep Learning and Applications P. Meesad P. Meesad 1–1
- 2–2 Keynote 2: Mobile Autonomous Systems: Sensing, Reasoning and Acting C. Yuan C. Yuan 2–2
3–113 Data and Learning 3–113
- 3–17 fastAN(BD) – a Fast Method for Integrity Checking and Decoding of AN(BD)-coded Data S. Widmann S. Widmann 3–17
- 18–30 Notes on the Design of a Statically Safe Microprocessor M. Schaible M. Schaible 18–30
- 31–45 An Associative Ring Memory to Support Decentralised Search H. Unger, M. Kubek H. Unger, M. Kubek 31–45
- 46–47 Dynamic Data Management for an Associative P2P Memory S. Simcharoen, H. Unger S. Simcharoen, H. Unger 46–47
- 48–61 Time Series Imputation and Prediction Based on Machine Learning P. Meesad, K. Rojanawan P. Meesad, K. Rojanawan 48–61
- 62–80 Blind Censoring for Instant Messaging G. Fahrnberger G. Fahrnberger 62–80
- 81–86 Distributions of Points H. Lefmann H. Lefmann 81–86
- 87–100 On Library Services in Decentralised Web Search Systems M. Kubek M. Kubek 87–100
- 101–113 How tall can be a Swiss Guardian, before he looses control? G.K. Heinz G.K. Heinz 101–113
114–169 Hardware, Energy and Systems 114–169
- 114–126 Architecture for Trust-based Machine to Machine Communication C. Maget C. Maget 114–126
- 127–127 Research on Information Network Vulnerability of Intelligent Substation R. He R. He 127–127
- 128–128 On Hierarchical Clustering using Random Walks in Microgrid Y. Nurdin Y. Nurdin 128–128
- 129–129 A novel Microgrid coined Z. Li Z. Li 129–129
- 130–130 Design, Analysis and Implementation of High-Step-Up Converters in Renewable Energy Systems G. Zhang, Z. Wang, Y. Zhang G. Zhang, Z. Wang, Y. Zhang 130–130
- 131–150 A Fully Neurocomputing based Traffic Modelling-and-Simulation Concept N.A. Akwir, M.K. Mutengi, W.V. Kambale, J.C. Chedjou, K. Kyamakya N.A. Akwir, M.K. Mutengi, W.V. Kambale, J.C. Chedjou, K. Kyamakya 131–150
- 151–169 Graph Theoretical Problems in Traffic Management – A Brief Survey N.A. Akwir, M.K. Mutengi, W.V. Kambale, J.C. Chedjou, K. Kyamakya N.A. Akwir, M.K. Mutengi, W.V. Kambale, J.C. Chedjou, K. Kyamakya 151–169
170–172 Index of Authors 170–172

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