Bounds and algorithms for graph trusses
Journal of Graph Algorithms and Applications, Tome 24 (2020) no. 3, pp. 191-214.

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The $k$-truss, introduced by Cohen (2005), is a graph where every edge is incident to at least $k$ triangles. This is a relaxation of the clique. It has proved to be a useful tool in identifying cohesive subnetworks in a variety of real-world graphs. Despite its simplicity and its utility, the combinatorial and algorithmic aspects of trusses have not been thoroughly explored. We provide nearly-tight bounds on the edge counts of $k$-trusses. We also give two improved algorithms for finding trusses in large-scale graphs. First, we present a simplified and faster algorithm, based on approach discussed in Wang Cheng (2012). Second, we present a theoretical algorithm based on fast matrix multiplication; this converts a triangle-generation algorithm of Björklund et al. (2014) into a dynamic data structure.
DOI : 10.7155/jgaa.00527
Keywords: Graph algorithms, Truss, Dense cores, Cohesive subnetwork
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Paul Burkhardt; Vance Faber; David Harris. Bounds and algorithms for graph trusses. Journal of Graph Algorithms and Applications, Tome 24 (2020) no. 3, pp. 191-214. doi : 10.7155/jgaa.00527. http://geodesic.mathdoc.fr/articles/10.7155/jgaa.00527/

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