The BigClam algorithm (Yang & Leskovec, 2013) is an overlapping community detection approach based on a cluster affiliation model. Given a network G, BigClam estimates the number of communities and creates an affiliation network, optimizing the model with a matrix factorization approach.
Apr 20, 2023
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Here we present an improved algorithm based on a local form of betweenness, which yields good results but is much faster. It is especially effective in ...
Apr 12, 2016 · In this work, we propose a new overlapping community detection algorithm based on network decomposition, called NDOCD.
Mar 1, 2023 · We propose a novel overlapping community-detection algorithm based on adaptive DPC using an iterative partition strategy (ODPI).
Abstract. We propose an algorithm for finding overlapping community structure in very large networks. The algorithm is based on the label propagation technique ...
Jan 10, 2013 · COPRA is an algorithm for overlapping communities implemented in JAVA and it is very fast. http://www.cs.bris.ac.uk/~steve/networks/software/ ...
Mar 1, 2016 · Have you tried the link communities algorithm by Ahn et al (2010)? Although you can't set a number of desired communities directly, ...
Jun 30, 2022 · In this paper, we proposed a non-cooperative game theoretic-based algorithm that is able to detect overlapping communities.
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May 18, 2020 · Try the Leiden algorithm, it's a faster implementation of the Louvain algorithm with a smaller chance of returning poorly ...
Dec 20, 2016 · What I'm trying to do is use this information with community detection algorithms to see if I can identify how cities are clustered together ...