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physics.soc-ph2009★ 916 cited
Extracting the multiscale backbone of complex weighted networks
M. Angeles Serrano, Marian Boguna, Alessandro Vespignani
A large number of complex systems find a natural abstraction in the form of weighted networks whose nodes represent the elements of the system and the weighted edges identify the p…
physics.soc-ph2007★ 508 cited
Navigability of Complex Networks
Marian Boguna, Dmitri Krioukov, kc claffy
Routing information through networks is a universal phenomenon in both natural and manmade complex systems. When each node has full knowledge of the global network connectivity, fi…