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Viser: Multilayer Networks: Analysis and Visualization - Introduction to MuxViz with R
Multilayer Networks: Analysis and Visualization
Introduction to MuxViz with R
Manlio De Domenico
(2023)
Sprog: Engelsk
Detaljer om varen
- Paperback
- Udgiver: Springer International Publishing AG (April 2023)
- ISBN: 9783030757205
In addition to researchers in the field of network science, as well as practitioners interested in network visualization and analysis, this book will appeal to researchers without strong technical or computer science background who want to learn how to use muxViz software, such as researchers from humanities, social science and biology: audiences which are targeted by case studies included in the book. Other interdisciplinary audiences include computer science, physics, neuroscience, genetics, urban transport and engineering, digital humanities, social and computational social science.
Readers will learn how to use, in a very practical way (i.e., without focusing on theoretical aspects), the algorithms developed by the community and implemented in the free and open-source software muxViz. The data used in the book is available on a dedicated (open and free) site.
Part 1. Multilayer Network Science: Analysis and Visualization.-
1. Introduction.-
2. Multilayer Networks: Overview.-
3. Multilayer Analysis: Fundamentals and Micro-scale.-
4. Multilayer Versatility and Triads.-
5. Multilayer Organization: Meso-scale.-
6. Other Multilayer Analyses based on Dynamical Processes.-
7. Visualizing Multilayer Networks and Data.-
Part 2. Appendices.- A. Installing and Using muxViz.