70 citations · 226 across the 18 of their papers we have counts for
4 papers · 1 filter
Robustness of shallow graph embedding methods for community detection
Zhi-Feng Wei, Pablo Moriano, Ramakrishnan Kannan
This study investigates the robustness of shallow graph embedding methods for community detection in the face of network perturbations, specifically node deletions. Graph embedding…
Robustness of community structure under edge addition
Moyi Tian, Pablo Moriano
Communities often represent key structural and functional clusters in networks. To preserve such communities, it is important to understand their robustness under network perturbat…
On the formation of structure in growing networks
P. Moriano, J. Finke
Based on the formation of triad junctions, the proposed mechanism generates networks that exhibit extended rather than single power law behavior. Triad formation guarantees strong…
Power-law weighted networks from local attachments
P. Moriano, J. Finke
This letter introduces a mechanism for constructing, through a process of distributed decision-making, substrates for the study of collective dynamics on extended power-law weighte…