Title
Weight Thresholding on Complex Networks.
Abstract
Weight thresholding is a simple technique that aims at reducing the number of edges in weighted networks that are otherwise too dense for the application of standard graph-theoretical methods. We show that the group structure of real weighted networks is very robust under weight thresholding, as it is maintained even when most of the edges are removed. This appears to be related to the correlation between topology and weight that characterizes real networks. On the other hand, the behavior of other properties is generally system dependent.
Year
DOI
Venue
2018
10.1103/PhysRevE.98.042304
PHYSICAL REVIEW E
Field
DocType
Volume
Topology,Graph,Group structure,Complex network,Thresholding,Classical mechanics,Physics
Journal
98
Issue
ISSN
Citations 
4
2470-0045
1
PageRank 
References 
Authors
0.37
12
5
Name
Order
Citations
PageRank
Xiaoran Yan120.73
Lucas G. S. Jeub220.72
Alessandro Flammini3170594.69
Filippo Radicchi492047.77
Santo Fortunato54209212.38