MCMC Louvain for Online Community Detection

5 Dec 2016 Yves Darmaillac Sébastien Loustau

We introduce a novel algorithm of community detection that maintains dynamically a community structure of a large network that evolves with time. The algorithm maximizes the modularity index thanks to the construction of a randomized hierarchical clustering based on a Monte Carlo Markov Chain (MCMC) method... (read more)

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