55 citations · 124 across the 5 of their papers we have counts for
4 papers · 1 filter
Compressing network populations with modal networks reveals structural diversity
Alec Kirkley, Alexis Rojas, Martin Rosvall +1
Analyzing relational data consisting of multiple samples or layers involves critical challenges: How many networks are required to capture the variety of structures in the data? An…
Flow-based Community Detection in Hypergraphs
Anton Eriksson, Timoteo Carletti, Renaud Lambiotte +2
To connect structure, dynamics and function in systems with multibody interactions, network scientists model random walks on hypergraphs and identify communities that confine the w…
Mapping flows on hypergraphs
Anton Eriksson, Daniel Edler, Alexis Rojas +1
Hypergraphs offer an explicit formalism to describe multibody interactions in complex systems. To connect dynamics and function in systems with these higher-order interactions, net…
Exploring the solution landscape enables more reliable network community detection
Joaquín Calatayud, Rubén Bernardo-Madrid, Magnus Neuman +2
To understand how a complex system is organized and functions, researchers often identify communities in the system's network of interactions. Because it is practically impossible…