A framework for evaluating complex networks measurements

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Author(s):	Comin, Cesar H. ^[1] ; Silva, Filipi N. ^[1] ; Costa, Luciano da F. ^[1] Total Authors: 3
Affiliation:	^[1] Univ Sao Paulo, Inst Phys Sao Carlos, Sao Paulo - Brazil Total Affiliations: 1
Document type:	Journal article
Source:	EPL; v. 110, n. 6 JUN 2015.
Web of Science Citations:	1
Abstract
A good deal of current research in complex networks involves the characterization and/or classification of the topological properties of given structures, which has motivated several respective measurements. This letter proposes a framework for evaluating the quality of complex-network measurements in terms of their effective resolution, degree of degeneracy and discriminability. The potential of the suggested approach is illustrated with respect to comparing the characterization of several model and real-world networks by using concentric and symmetry measurements. The results indicate a markedly superior performance for the latter type of mapping. Copyright (C) EPLA, 2015. (AU)

FAPESP's process:	11/22639-8 - Unveiling the relationship between structure and dynamics on modular networks
Grantee:	Cesar Henrique Comin
Support type:	Scholarships in Brazil - Doctorate


FAPESP's process:	11/50761-2 - Models and methods of e-Science for life and agricultural sciences
Grantee:	Roberto Marcondes Cesar Junior
Support type:	Research Projects - Thematic Grants