Multiplex Networks Basic Formalism and Structural Properties /

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 netwo...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Cozzo, Emanuele (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), de Arruda, Guilherme Ferraz (http://id.loc.gov/vocabulary/relators/aut), Rodrigues, Francisco Aparecido (http://id.loc.gov/vocabulary/relators/aut), Moreno, Yamir (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:SpringerBriefs in Complexity,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Multiplex Networks  |h [electronic resource] :  |b Basic Formalism and Structural Properties /  |c by Emanuele Cozzo, Guilherme Ferraz de Arruda, Francisco Aparecido Rodrigues, Yamir Moreno. 
250 |a 1st ed. 2018. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018. 
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490 1 |a SpringerBriefs in Complexity,  |x 2191-5326 
505 0 |a 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. 
520 |a 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. . 
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650 0 |a Graph theory. 
650 0 |a Big data. 
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650 2 4 |a Big Data/Analytics.  |0 http://scigraph.springernature.com/things/product-market-codes/522070 
700 1 |a de Arruda, Guilherme Ferraz.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Rodrigues, Francisco Aparecido.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Moreno, Yamir.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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