Network Analysis: Methodological Foundations

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A Survey of Statistical Network Models (2009, background): “ of quantities associated with network structures, such as shortest paths, network diameter, and other measures of connectivity, centrality, clustering, etc. The edited volume by Brandes and Erlebach [48] contains good overviews of a number of these topics as well as other computational issues assoc”
Functional Molecular Ecological Networks (2010, background): “tweenness (46), stress and eigenvector centrality (46), average clustering”
Basic notions for the analysis of large two-mode networks (2008, background): “Again, this is classical in the literature and has no signiﬁcant impact on our results.”
Main-memory triangle computations for very large (sparse (power-law)) graphs (2008, background): “Moreover, they gained recently much practical importance since they are central in so-called complex network analysis, see for instance [36, 13, 1, 19].”