157 citations · 314 across the 13 of their papers we have counts for
4 papers · 1 filter
Evidential community detection based on density peaks
Kuang Zhou, Quan Pan, Arnaud Martin
Credal partitions in the framework of belief functions can give us a better understanding of the analyzed data set. In order to find credal community structure in graph data sets,…
Semi-supervised evidential label propagation algorithm for graph data
Kuang Zhou, Arnaud Martin, Quan Pan
In the task of community detection, there often exists some useful prior information. In this paper, a Semi-supervised clustering approach using a new Evidential Label Propagation…
A similarity-based community detection method with multiple prototype representation
Kuang Zhou, Arnaud Martin, Quan Pan
Communities are of great importance for understanding graph structures in social networks. Some existing community detection algorithms use a single prototype to represent each gro…
Evidential Communities for Complex Networks
Kuang Zhou, Arnaud Martin, Quan Pan
Community detection is of great importance for understand-ing graph structure in social networks. The communities in real-world networks are often overlapped, i.e. some nodes may b…