Distributed Computer And Communication Networks paperback english - 14-Jan-20
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| Publisher | Springer Nature Switzerland AG |
| ISBN 13 | 9783030366247 |
| Book Subtitle | 22nd International Conference, Dccn 2019, Moscow, Russia, September 23-27, 2019, Revised Selected Papers |
| Book Description | This book explores the key idea that the dynamical properties of complex systems can be determined by effectively calculating specific structural features using network science-based analysis. Furthermore, it argues that certain dynamical behaviours can stem from the existence of specific motifs in the network representation., , Over the last decade, network science has become a widely applied methodology for the analysis of dynamical systems. Representing the system as a mathematical graph allows several network-based methods to be applied, and centrality and clustering measures to be calculated in order to characterise and describe the behaviours of dynamical systems., , , , The applicability of the algorithms developed here is presented in the form of well-known benchmark examples. The algorithms are supported by more than 50 figures and more than 170 references; taken together, they provide a good overview of the current state of network science-based analysis of dynamical systems, and suggest further reading material for researchers and students alike. The files for the proposed toolbox can be downloaded from a corresponding website. |
| About the Author | Dr. Janos Abonyi is a Full Professor of Computer Science and Chemical Engineering at the Department of Process Engineering, University of Pannonia, Veszprem, Hungary. His other publications include the Springer titles Interpretability of Computational Intelligence-Based Regression Models, and (with Dr. Vathy-Fogarassy) Graph-Based Clustering and Data Visualization Algorithms., , Dr. Agnes Vathy-Fogarassy is an Associate Professor at the Department of Computer Science and Systems Technology at the University of Pannonia., , Daniel Leitold is an Assistant Lecturer at the University of Pannonia. |
| Language | English |
| Author | Vishnevskiy, Vladimir M. |
| Editor | Vladimir M. Vishnevskiy, Konstantin E. Samouylov, Dmitry V. Kozyrev |
| Publication Date | 14-Jan-20 |
| Number of Pages | 658 |
Distributed Computer And Communication Networks paperback english - 14-Jan-20
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