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From networks to optimal higher-order models of complex systems


Lambiotte, Renaud; Rosvall, Martin; Scholtes, Ingo (2019). From networks to optimal higher-order models of complex systems. Nature Physics, 15(4):313-320.

Abstract

Rich data are revealing that complex dependencies between the nodes of a network may not be captured by models based on pairwise interactions. Higher-order network models go beyond these limitations, offering new perspectives for understanding complex systems.

Abstract

Rich data are revealing that complex dependencies between the nodes of a network may not be captured by models based on pairwise interactions. Higher-order network models go beyond these limitations, offering new perspectives for understanding complex systems.

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Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Scopus Subject Areas:Physical Sciences > General Physics and Astronomy
Language:English
Date:2019
Deposited On:18 Sep 2019 15:22
Last Modified:29 Jul 2020 11:19
Publisher:Nature Publishing Group
ISSN:1745-2473
OA Status:Closed
Publisher DOI:https://doi.org/10.1038/s41567-019-0459-y
Other Identification Number:merlin-id:18273

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