Complex Networks
Bootstrap percolation and the geometry of complex networks
... On a geometric model for complex networks (introduced by Krioukov et al.) we inves- tigate the bootstrap percolation process. This model consists of random geometric graphs on the hyperbolic plane having N ...
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Hierarchical organization in complex networks
... of complex networks. Indeed, the fact that many large networks are scale-free is now well ...most networks have a modu- lar topology, quantified by the high clustering coefficient they ...
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'Clumpiness' mixing in complex networks
... “complex networks” is one of the sources of new concepts and theoretical problems ...of complex networks [14], such as the identification of the most central nodes in a complex network ...
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Complex networks of earthquakes and aftershocks
... describe complex net- works (Albert and Barab´asi, 2002; Bornholdt and Schuster, 2002; Newman, ...of complex networks, such as “clus- tering” 2 , which may be relevant to characterizing ...
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About complexity of complex networks
... evolving complex networks, with a special emphasis on the esti- mation of different complexity measures: algorithmic complexity, running complexity, informational complexity and topological ...real-world ...
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Generating realistic scaled complex networks
... coarse networks is created; but, in contrast to the multiscale methods for computational optimization, nothing is optimized but the network is edited at all scales of ...plex networks is hierarchical and ...
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Community Detection in Complex Networks
... in complex networks where this network is divided into groups of nodes that have dense connections within the group and sparsely with the ...the complex networks, because analysing at a group ...
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Modeling Disease Spreading on Complex Networks
... of complex networks approach to study virus ...that complex networks as an important tool will play a major role on study of disease ...
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Topologies of complex networks : functions and structures
... of complex network ...a complex network,” which for the case of undirected graphs consist of finding (1) the degree distribution; (2) the clustering coefficient; (3) the average shortest-path ...application ...
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Statistical Mechanics of Complex Networks
... a complex network of routers and computers linked by various physical or wireless links; fads and ideas spread on the social network whose nodes are human beings and edges represent various social re- lationships; ...
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Monte Carlo Methods on Complex Networks
... Future Networks and Communications), formed to study complex networks which arise in mobile telecommunication networks using a statistical physics ...treat complex networks as a ...
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Information mobility in complex networks
... in complex networks is introduced on the basis of a stochastic process taking place in the ...random networks display / 50 better spread of information than the non scale-free ...real-world ...
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Clustering and the hyperbolic geometry of complex networks
... of complex networks and it is the mathematical expression of a ubiquitous phenomenon that arises in various types of self-organized networks such as biological net- works, computer networks or ...
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Complex networks: Structure and dynamics
... on complex networks, which the reader may find useful to consult, have already appeared in the ...small-world networks [5], while Strogatz’ review article in the Nature’s special issue on ...
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Evidential Communities for Complex Networks
... social networks. The communities in real-world networks are often overlapped, ...a complex network is a general problem in data mining of network data ...in complex networks by a ...
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Statistical mechanics of complex networks
... a complex network of routers and computers linked by various physical or wireless links; fads and ideas spread on the social network, whose nodes are human beings and whose edges represent various social ...
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Clustering and the hyperbolic geometry of complex networks
... of complex networks was developed during the last 15 years mainly as a unifying mathematical framework for modeling a variety of networks such as biological networks or large computer ...
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Communicability in complex networks
... explore complex networks ...of complex networks: the homogeneous networks which always display assortative communicability (AC) and the heterogeneous networks that can display ...
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Communicability betweenness in complex networks
... of complex networks is important both in theory and practice ...social networks [10]. We are now in a new era for the study of complex networks, which is characterized by the ...
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Optimal shattering of complex networks
... One of the most studied questions in complex networks is the resilience of networks under different failure models and attack strategies (Albert et al. 2000; Cohen et al. 2000; Callaway et al. 2000). ...
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