Evolution models for dynamic networks

Zufiria Zatarain, Pedro Jose and Barriales Valbuena, Iker (2015). Evolution models for dynamic networks. In: "38th International Conference on Telecommunications and Signal Processing (TSP 2015)", 09/07/2015 - 11/07/2015, Prague, Czech Republic. pp. 252-257. https://doi.org/10.1109/TSP.2015.7296262.

Description

Title: Evolution models for dynamic networks
Author/s:
  • Zufiria Zatarain, Pedro Jose
  • Barriales Valbuena, Iker
Item Type: Presentation at Congress or Conference (Article)
Event Title: 38th International Conference on Telecommunications and Signal Processing (TSP 2015)
Event Dates: 09/07/2015 - 11/07/2015
Event Location: Prague, Czech Republic
Title of Book: 38th International Conference on Telecommunications and Signal Processing (TSP 2015)
Date: 2015
Subjects:
Freetext Keywords: Complex Networks; Dynamics; Stochastic Modelling; Estimation
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Matemática Aplicada a las Tecnologías de la Información y las Comunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper proposes a mathematical framework for modelling the evolution of dynamic networks. Such framework allows the time analysis of the relationship between the dynamic laws and the network characterizing features (degree distribution, clustering coefficient, controllability indexes, etc.) providing new insight on the network properties. The framework also allows to relate and generalize existing inference procedures for modelling real world time evolving complex systems.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainMTM2010-15102UnspecifiedUnspecifiedSistemas algebraico-diferenciales: análisis, diagnóstico de fallos y aplicaciones en ingeniería eléctrica y electrónica

More information

Item ID: 53591
DC Identifier: http://oa.upm.es/53591/
OAI Identifier: oai:oa.upm.es:53591
DOI: 10.1109/TSP.2015.7296262
Official URL: https://ieeexplore.ieee.org/document/7296262
Deposited by: Memoria Investigacion
Deposited on: 05 Mar 2019 16:33
Last Modified: 05 Mar 2019 16:33
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