60 citations · 65 across the 5 of their papers we have counts for
5 papers
Alignment and stability of embeddings: measurement and inference improvement
Furkan Gürsoy, Mounir Haddad, Cécile Bothorel
Representation learning (RL) methods learn objects' latent embeddings where information is preserved by distances. Since distances are invariant to certain linear transformations,…
Community structure: A comparative evaluation of community detection methods
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Discovering community structure in complex networks is a mature field since a tremendous number of community detection methods have been introduced in the literature. Nevertheless,…
An empirical characterization of community structures in complex networks using a bivariate map of quality metrics
Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca
Community detection emerges as an important task in the discovery of network mesoscopic structures. However, the concept of a "good" community is very context-dependent and it is r…
Clustering attributed graphs: models, measures and methods
Cecile Bothorel, Juan David Cruz, Matteo Magnani +1
Clustering a graph, i.e., assigning its nodes to groups, is an important operation whose best known application is the discovery of communities in social networks. Graph clustering…
Social Interactions vs Revisions, What is important for Promotion in Wikipedia?
Romain Picot-Clémente, Cécile Bothorel, Nicolas Jullien
In epistemic community, people are said to be selected on their knowledge contribution to the project (articles, codes, etc.) However, the socialization process is an important fac…