Search Results for author: Jean-Loup Guillaume

Found 3 papers, 3 papers with code

LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding.

1 code implementation1 Jan 2020 Ayan Kumar Bhowmick, Koushik Meneni, Maximilien Danisch, Jean-Loup Guillaume, Bivas Mitra

Network embedding, that aims to learn low-dimensional vector representation of nodes such that the network structure is preserved, has gained significant research attention in recent years.

Clustering Community Detection +3

Fast unfolding of communities in large networks

22 code implementations4 Mar 2008 Vincent D. Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre

We propose a simple method to extract the community structure of large networks.

Physics and Society Statistical Mechanics Computers and Society Data Structures and Algorithms

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