Reconstruction of stochastic temporal networks through diffusive arrival times

Reconstruction of time-resolved interactions in networks is more challenging than for the time-independent case, as causal relations limit accessibility to empirical data. Here the authors propose a method based on first-arrival observations of a diffusion process to infer stochastic temporal networ...

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Detalles Bibliográficos
Autores principales:	Xun Li, Xiang Li
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/c6bc36aa86c04650a5ce7436286b223f
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spelling	oai:doaj.org-article:c6bc36aa86c04650a5ce7436286b223f2021-12-02T15:38:57ZReconstruction of stochastic temporal networks through diffusive arrival times10.1038/ncomms157292041-1723https://doaj.org/article/c6bc36aa86c04650a5ce7436286b223f2017-06-01T00:00:00Zhttps://doi.org/10.1038/ncomms15729https://doaj.org/toc/2041-1723Reconstruction of time-resolved interactions in networks is more challenging than for the time-independent case, as causal relations limit accessibility to empirical data. Here the authors propose a method based on first-arrival observations of a diffusion process to infer stochastic temporal networks.Xun LiXiang LiNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-10 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Xun Li Xiang Li Reconstruction of stochastic temporal networks through diffusive arrival times
description	Reconstruction of time-resolved interactions in networks is more challenging than for the time-independent case, as causal relations limit accessibility to empirical data. Here the authors propose a method based on first-arrival observations of a diffusion process to infer stochastic temporal networks.
format	article
author	Xun Li Xiang Li
author_facet	Xun Li Xiang Li
author_sort	Xun Li
title	Reconstruction of stochastic temporal networks through diffusive arrival times
title_short	Reconstruction of stochastic temporal networks through diffusive arrival times
title_full	Reconstruction of stochastic temporal networks through diffusive arrival times
title_fullStr	Reconstruction of stochastic temporal networks through diffusive arrival times
title_full_unstemmed	Reconstruction of stochastic temporal networks through diffusive arrival times
title_sort	reconstruction of stochastic temporal networks through diffusive arrival times
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/c6bc36aa86c04650a5ce7436286b223f
work_keys_str_mv	AT xunli reconstructionofstochastictemporalnetworksthroughdiffusivearrivaltimes AT xiangli reconstructionofstochastictemporalnetworksthroughdiffusivearrivaltimes
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Reconstruction of stochastic temporal networks through diffusive arrival times

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