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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.
Title: | Evolution models for dynamic networks |
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Author/s: |
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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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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.
Type | Code | Acronym | Leader | Title |
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Government of Spain | MTM2010-15102 | Unspecified | Unspecified | Sistemas algebraico-diferenciales: análisis, diagnóstico de fallos y aplicaciones en ingeniería eléctrica y electrónica |
Item ID: | 53591 |
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DC Identifier: | https://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 |