17 citations · 34 across the 9 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.SI2016★ 3 cited
MCMC Louvain for Online Community Detection
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 modula…
stat.ML2016★ 5 cited
A Quasi-Bayesian Perspective to Online Clustering
Le Li, Benjamin Guedj, Sébastien Loustau
When faced with high frequency streams of data, clustering raises theoretical and algorithmic pitfalls. We introduce a new and adaptive online clustering algorithm relying on a qua…