160 citations · 317 across the 15 of their papers we have counts for
5 papers · 1 filter
Hypergraphx-data: a repository for higher-order network data
Quintino Francesco Lotito, Lorenzo Betti, Berné Nortier +2
The availability of network datasets advances research in network science, machine learning and related fields by enabling empirical analyses and their reproducibility, algorithm d…
The microscale organization of directed hypergraphs
Quintino Francesco Lotito, Alberto Vendramini, Alberto Montresor +1
Many real-world complex systems are characterized by non-pairwise -- higher-order -- interactions among system's units, and can be effectively modeled as hypergraphs. Directed hype…
Multiplex measures for higher-order networks
Quintino Francesco Lotito, Alberto Montresor, Federico Battiston
A wide variety of complex systems are characterized by interactions of different types involving varying numbers of units. Multiplex hypergraphs serve as a tool to describe such st…
Hypergraphx: a library for higher-order network analysis
Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco +6
From social to biological systems, many real-world systems are characterized by higher-order, non-dyadic interactions. Such systems are conveniently described by hypergraphs, where…
Higher-order motif analysis in hypergraphs
Quintino Francesco Lotito, Federico Musciotto, Alberto Montresor +1
A deluge of new data on social, technological and biological networked systems suggests that a large number of interactions among system units are not limited to pairs, but rather…