Autonomous Systems 2018
Proceedings of the 11th Conference
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
- Kapitel Ausklappen | EinklappenSeiten
- I–VI
- 1–2 Keynotes 1–2
- 1–1 Keynote 1: Deep Learning and Applications 1–1
- 2–2 Keynote 2: Mobile Autonomous Systems: Sensing, Reasoning and Acting 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 3–17
- 18–30 Notes on the Design of a Statically Safe Microprocessor 18–30
- 31–45 An Associative Ring Memory to Support Decentralised Search 31–45
- 46–47 Dynamic Data Management for an Associative P2P Memory 46–47
- 48–61 Time Series Imputation and Prediction Based on Machine Learning 48–61
- 62–80 Blind Censoring for Instant Messaging 62–80
- 81–86 Distributions of Points 81–86
- 87–100 On Library Services in Decentralised Web Search Systems 87–100
- 101–113 How tall can be a Swiss Guardian, before he looses control? 101–113
- 114–169 Hardware, Energy and Systems 114–169
- 114–126 Architecture for Trust-based Machine to Machine Communication 114–126
- 127–127 Research on Information Network Vulnerability of Intelligent Substation 127–127
- 128–128 On Hierarchical Clustering using Random Walks in Microgrid 128–128
- 129–129 A novel Microgrid coined 129–129
- 130–130 Design, Analysis and Implementation of High-Step-Up Converters in Renewable Energy Systems 130–130
- 131–150 A Fully Neurocomputing based Traffic Modelling-and-Simulation Concept 131–150
- 151–169 Graph Theoretical Problems in Traffic Management – A Brief Survey 151–169
- 170–172 Index of Authors 170–172
