Oct 4, 2021 · This method formalizes the notion of community as a maximal union of k-cliques that can be reached from each other through a series of adjacent ...
Jan 31, 2022 · It consists in iterating over all cliques in the Union-Find structure. Then for each clique one must find its root node in the Union-Find and ...
This work builds on top of recent work showing that it is possible to efficiently list all $k-cliques in very large real-world graphs for medium values of ...
This method formalizes the notion of community as a maximal union of $k$-cliques that can be reached from each other through a series of adjacent $k$-cliques, ...
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May 1, 2023 · • Definition: A "clique percolation method" community is defined as ... Clique percolation method: Memory efficient almost exact communities.
Sep 18, 2023 · We present a novel algorithm that adapts CPM to link streams, which has the advantage that it allows us to speed up the computation time.
A sequential clique percolation algorithm (SCP) is presented to do fast community detection in weighted and unweighted networks, for cliques of a chosen size.
Efficient clique percolation method. By Alexis Baudin. Source code in C. Please cite: Clique percolation method: memory efficient almost exact communities.
Clique percolation method: memory efficient almost exact communities. A Baudin, M Danisch, S Kirgizov, C Magnien, M Ghanem. International Conference on Advanced ...
Nov 6, 2023 · For that purpose, the Clique Percolation Method (CPM), which involves the percolation of k-cliques, is a well-studied technique that offers ...