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Online Community Detection

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Latest papers without code

Online Community Detection for Event Streams on Networks

3 Sep 2020

To circumvent this challenge, we propose a fast online variational inference algorithm for learning the community structure underlying dynamic event arrivals on a network using continuous-time point process latent network models.

ONLINE COMMUNITY DETECTION POINT PROCESSES

Online Community Detection by Spectral CUSUM

20 Oct 2019

We present an online community change detection algorithm called spectral CUSUM to detect the emergence of a community using a subspace projection procedure based on a Gaussian model setting.

ONLINE COMMUNITY DETECTION

MCMC Louvain for Online Community Detection

5 Dec 2016

We introduce a novel algorithm of community detection that maintains dynamically a community structure of a large network that evolves with time.

ONLINE COMMUNITY DETECTION

Sequential Changepoint Approach for Online Community Detection

22 Jul 2014

Finally, numerical examples show that the mixture and the H-Mix methods can both detect a community quickly with a lower complexity than the ES method.

ONLINE COMMUNITY DETECTION