Multiplex Networks : Basic Formalism and Structural Properties / / by Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
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| Autore: |
Cozzo Emanuele
|
| Titolo: |
Multiplex Networks : Basic Formalism and Structural Properties / / by Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (124 pages) : illustrations |
| Disciplina: | 003 |
| Soggetto topico: | Physics |
| Graph theory | |
| Big data | |
| Applications of Graph Theory and Complex Networks | |
| Graph Theory | |
| Big Data/Analytics | |
| Persona (resp. second.): | de ArrudaGuilherme Ferraz |
| RodriguesFrancisco Aparecido | |
| MorenoYamir | |
| Nota di contenuto: | Chapter1. Introduction -- Chapter2. Multiplex Networks: Basic Definitions and Formalism -- Chapter3. Structural Metrics -- Chapter4. Spectra -- Chapter5. Structural organization and transitions -- Chapter6. Polynomial eigenvalue formulation -- Chapter7. Tensorial representation. |
| Sommario/riassunto: | This book provides the basis of a formal language and explores its possibilities in the characterization of multiplex networks. Armed with the formalism developed, the authors define structural metrics for multiplex networks. A methodology to generalize monoplex structural metrics to multiplex networks is also presented so that the reader will be able to generalize other metrics of interest in a systematic way. Therefore, this book will serve as a guide for the theoretical development of new multiplex metrics. Furthermore, this Brief describes the spectral properties of these networks in relation to concepts from algebraic graph theory and the theory of matrix polynomials. The text is rounded off by analyzing the different structural transitions present in multiplex systems as well as by a brief overview of some representative dynamical processes. Multiplex Networks will appeal to students, researchers, and professionals within the fields of network science, graph theory, and data science. . |
| Titolo autorizzato: | Multiplex Networks |
| ISBN: | 3-319-92255-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910300531903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Understanding Complex Systems, . 2191-5326