activity
20152025
most citedHigher-order motif analysis in hypergraphs

160 citations · 362 across the 14 of their papers we have counts for

collaborators

14 papers

q-fin.GN2025

Heterogeneity of household stock portfolios in a national market

Matteo Milazzo, Federico Musciotto, Jyrki Piilo +1

We study the long term dynamics of the stock portfolios owned by single Finnish legal entities in the Helsinki venue of the Nasdaq Nordic between 2001 and 2021. Using the Herfindah…

physics.soc-ph2024★ 9 cited

Collective dynamics behind success

Manuel S. Mariani, Federico Battiston, Emőke-Ágnes Horvát +3

Understanding the collective dynamics behind the success of ideas, products, behaviors, and social actors is critical for decision-making across diverse contexts, including hiring,…

physics.soc-ph2024★ 1 cited

Team careers in science: formation, composition and success of persistent collaborations

Sandeep Chowdhary, Luca Gallo, Federico Musciotto +1

Teams are the fundamental units propelling innovation and advancing modern science. A rich literature links the fundamental features of teams, such as their size and diversity, to…

physics.soc-ph2023★ 40 cited

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…

cs.SI2023★ 18 cited

Hyperlink communities in higher-order networks

Quintino Francesco Lotito, Federico Musciotto, Alberto Montresor +1

Many networks can be characterised by the presence of communities, which are groups of units that are closely linked. Identifying these communities can be crucial for understanding…

physics.soc-ph2022

Exploring the landscape of community-based dismantling strategies

Federico Musciotto, Salvatore Micciché

Network dismantling is a relevant research area in network science, gathering attention both from a theoretical and an operational point of view. Here, we propose a general framewo…

physics.soc-ph2022

Identifying maximal sets of significantly interacting nodes in higher-order networks

Lorenzo Betti, Federico Musciotto, Federico Battiston +1

Filtering methods are fundamental tools for extracting the backbone of complex networks. Systems displaying group interactions, however, open the way to new types of filtering appr…

cs.SI2022★ 23 cited

Exact and sampling methods for mining higher-order motifs in large hypergraphs

Quintino Francesco Lotito, Federico Musciotto, Federico Battiston +1

Network motifs are recurrent, small-scale patterns of interactions observed frequently in a system. They shed light on the interplay between the topology and the dynamics of comple…

physics.soc-ph2021★ 160 cited

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…

physics.soc-ph2021

Detecting informative higher-order interactions in statistically validated hypergraphs

Federico Musciotto, Federico Battiston, Rosario N. Mantegna

Recent empirical evidence has shown that in many real-world systems, successfully represented as networks, interactions are not limited to dyads, but often involve three or more ag…

physics.soc-ph2019★ 18 cited

Elites, communities and the limited benefits of mentorship in electronic music

Milan Janosov, Federico Musciotto, Federico Battiston +1

While the emergence of success in creative professions, such as music, has been studied extensively, the link between individual success and collaboration is not yet fully uncovere…

physics.soc-ph2019★ 59 cited

Taking census of physics

Federico Battiston, Federico Musciotto, Dashun Wang +3

Over the past decades, the diversity of areas explored by physicists has exploded, encompassing new topics from biophysics and chemical physics to network science. However, it is u…

stat.ME2018★ 16 cited

Bootstrap validation of links of a minimum spanning tree

Federico Musciotto, Luca Marotta, Salvatore Miccichè +1

We describe two different bootstrap methods applied to the detection of a minimum spanning tree obtained from a set of multivariate variables. We show that two different bootstrap…

q-fin.TR2015★ 18 cited

Patterns of trading profiles at the Nordic Stock Exchange. A correlation-based approach

Federico Musciotto, Luca Marotta, Salvatore Miccichè +2

We investigate the trading behavior of Finnish individual investors trading the stocks selected to compute the OMXH25 index in 2003 by tracking the individual daily investment deci…