Revealing the predictability of intrinsic structure in complex networks

The likelihood of linking within a complex network is of importance to solve real-world problems, but it is challenging to predict. Sun et al. show that the link predictability limit can be well estimated by measuring the shortest compression length of a network without a need of prediction algorith...

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Autores principales:	Jiachen Sun, Ling Feng, Jiarong Xie, Xiao Ma, Dashun Wang, Yanqing Hu
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/7df6d84fc6ed41f38d5c66f17dc5138c
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spelling	oai:doaj.org-article:7df6d84fc6ed41f38d5c66f17dc5138c2021-12-02T15:39:25ZRevealing the predictability of intrinsic structure in complex networks10.1038/s41467-020-14418-62041-1723https://doaj.org/article/7df6d84fc6ed41f38d5c66f17dc5138c2020-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-14418-6https://doaj.org/toc/2041-1723The likelihood of linking within a complex network is of importance to solve real-world problems, but it is challenging to predict. Sun et al. show that the link predictability limit can be well estimated by measuring the shortest compression length of a network without a need of prediction algorithm.Jiachen SunLing FengJiarong XieXiao MaDashun WangYanqing HuNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Jiachen Sun Ling Feng Jiarong Xie Xiao Ma Dashun Wang Yanqing Hu Revealing the predictability of intrinsic structure in complex networks
description	The likelihood of linking within a complex network is of importance to solve real-world problems, but it is challenging to predict. Sun et al. show that the link predictability limit can be well estimated by measuring the shortest compression length of a network without a need of prediction algorithm.
format	article
author	Jiachen Sun Ling Feng Jiarong Xie Xiao Ma Dashun Wang Yanqing Hu
author_facet	Jiachen Sun Ling Feng Jiarong Xie Xiao Ma Dashun Wang Yanqing Hu
author_sort	Jiachen Sun
title	Revealing the predictability of intrinsic structure in complex networks
title_short	Revealing the predictability of intrinsic structure in complex networks
title_full	Revealing the predictability of intrinsic structure in complex networks
title_fullStr	Revealing the predictability of intrinsic structure in complex networks
title_full_unstemmed	Revealing the predictability of intrinsic structure in complex networks
title_sort	revealing the predictability of intrinsic structure in complex networks
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/7df6d84fc6ed41f38d5c66f17dc5138c
work_keys_str_mv	AT jiachensun revealingthepredictabilityofintrinsicstructureincomplexnetworks AT lingfeng revealingthepredictabilityofintrinsicstructureincomplexnetworks AT jiarongxie revealingthepredictabilityofintrinsicstructureincomplexnetworks AT xiaoma revealingthepredictabilityofintrinsicstructureincomplexnetworks AT dashunwang revealingthepredictabilityofintrinsicstructureincomplexnetworks AT yanqinghu revealingthepredictabilityofintrinsicstructureincomplexnetworks
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Revealing the predictability of intrinsic structure in complex networks

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