Document Detail


Scale-free trees: the skeletons of complex networks.
MedLine Citation:
PMID:  15600479     Owner:  NLM     Status:  PubMed-not-MEDLINE    
Abstract/OtherAbstract:
We investigate the properties of the spanning trees of various real-world and model networks. The spanning tree representing the communication kernel of the original network is determined by maximizing the total weight of the edges, whose weights are given by the edge betweenness centralities. We find that a scale-free tree and shortcuts organize a complex network. Especially, in ubiquitous scale-free networks, it is found that the scale-free spanning tree shows very robust betweenness centrality distributions and the remaining shortcuts characterize the properties of the original network, such as the clustering coefficient and the classification of scale-free networks by the betweenness centrality distribution.
Authors:
Dong-Hee Kim; Jae Dong Noh; Hawoong Jeong
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Publication Detail:
Type:  Journal Article     Date:  2004-10-28
Journal Detail:
Title:  Physical review. E, Statistical, nonlinear, and soft matter physics     Volume:  70     ISSN:  1539-3755     ISO Abbreviation:  Phys Rev E Stat Nonlin Soft Matter Phys     Publication Date:  2004 Oct 
Date Detail:
Created Date:  2004-12-16     Completed Date:  2005-09-30     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  101136452     Medline TA:  Phys Rev E Stat Nonlin Soft Matter Phys     Country:  United States    
Other Details:
Languages:  eng     Pagination:  046126     Citation Subset:  -    
Affiliation:
Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon 305-701, Korea.
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