A Pólya urn approach to information filtering in complex networks

With ever-growing datasets, it is useful to filter out details and keep only the links that carry the relevant structural information. Here the authors generalize the disparity filter by providing a tolerance parameter that can be used to tune how strict the filter is in the selection of edges to pr...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Riccardo Marcaccioli, Giacomo Livan
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/bb014bda01ef432cb2efb40ee94ab90b
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:bb014bda01ef432cb2efb40ee94ab90b
record_format	dspace
spelling	oai:doaj.org-article:bb014bda01ef432cb2efb40ee94ab90b2021-12-02T17:01:39ZA Pólya urn approach to information filtering in complex networks10.1038/s41467-019-08667-32041-1723https://doaj.org/article/bb014bda01ef432cb2efb40ee94ab90b2019-02-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-08667-3https://doaj.org/toc/2041-1723With ever-growing datasets, it is useful to filter out details and keep only the links that carry the relevant structural information. Here the authors generalize the disparity filter by providing a tolerance parameter that can be used to tune how strict the filter is in the selection of edges to preserve.Riccardo MarcaccioliGiacomo LivanNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-10 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Riccardo Marcaccioli Giacomo Livan A Pólya urn approach to information filtering in complex networks
description	With ever-growing datasets, it is useful to filter out details and keep only the links that carry the relevant structural information. Here the authors generalize the disparity filter by providing a tolerance parameter that can be used to tune how strict the filter is in the selection of edges to preserve.
format	article
author	Riccardo Marcaccioli Giacomo Livan
author_facet	Riccardo Marcaccioli Giacomo Livan
author_sort	Riccardo Marcaccioli
title	A Pólya urn approach to information filtering in complex networks
title_short	A Pólya urn approach to information filtering in complex networks
title_full	A Pólya urn approach to information filtering in complex networks
title_fullStr	A Pólya urn approach to information filtering in complex networks
title_full_unstemmed	A Pólya urn approach to information filtering in complex networks
title_sort	pólya urn approach to information filtering in complex networks
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/bb014bda01ef432cb2efb40ee94ab90b
work_keys_str_mv	AT riccardomarcaccioli apolyaurnapproachtoinformationfilteringincomplexnetworks AT giacomolivan apolyaurnapproachtoinformationfilteringincomplexnetworks AT riccardomarcaccioli polyaurnapproachtoinformationfilteringincomplexnetworks AT giacomolivan polyaurnapproachtoinformationfilteringincomplexnetworks
_version_	1718382108085321728

A Pólya urn approach to information filtering in complex networks

Ejemplares similares