161 citations · 561 across the 20 of their papers we have counts for
4 papers · 1 filter
Inference of Edge Correlations in Multilayer Networks
A. Roxana Pamfil, Sam D. Howison, Mason A. Porter
Many recent developments in network analysis have focused on multilayer networks, which one can use to encode time-dependent interactions, multiple types of interactions, and other…
Relating modularity maximization and stochastic block models in multilayer networks
A. Roxana Pamfil, Sam D. Howison, Renaud Lambiotte +1
Characterizing large-scale organization in networks, including multilayer networks, is one of the most prominent topics in network science and is important for many applications. O…
The Role of Network Analysis in Industrial and Applied Mathematics
Mason A. Porter, Sam D. Howison
Many problems in industry --- and in the social, natural, information, and medical sciences --- involve discrete data and benefit from approaches from subjects such as network scie…
A Framework for the Construction of Generative Models for Mesoscale Structure in Multilayer Networks
Marya Bazzi, Lucas G. S. Jeub, Alex Arenas +2
Multilayer networks allow one to represent diverse and coupled connectivity patterns --- e.g., time-dependence, multiple subsystems, or both --- that arise in many applications and…