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Dynamical networks from correlations

Aste, Tomaso; Di Matteo, Tiziana

Description

The extraction of relevant and meaningful information from large streams of data has become one of the major challenges for scientists working in the field of complex systems. In particular, one of the main goals is to get information about the underlying system of interactions that leads to complex collective dynamics. In this paper, we discuss how a set of relevant interactions can be extracted from the analysis of the cross-correlation matrix. We show that an active and adaptive correlation...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
URI: http://hdl.handle.net/1885/85090
Source: Physica A: Statistical mechanics and its applications
DOI: 10.1016/j.physa.2006.04.019

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