activity
20152020
most citedA Comparative Analysis of Community Detection Algorithms on Artificial Networks

602 citations · 955 across the 11 of their papers we have counts for

collaborators

11 papers

q-bio.QM2020

Absence of a resolution limit in in-block nestedness

Manuel S. Mariani, María J. Palazzi, Albert Solé-Ribalta +2

Originally a speculative pattern in ecological networks, the hybrid or compound nested-modular pattern has been confirmed, during the last decade, as a relevant structural arrangem…

physics.soc-ph2020★ 23 cited

The ambiguity of nestedness under soft and hard constraints

Matteo Bruno, Fabio Saracco, Diego Garlaschelli +2

Many real networks feature the property of nestedness, i.e. the neighbours of nodes with a few connections are hierarchically nested within the neighbours of nodes with more connec…

physics.soc-ph2020★ 3 cited

The wisdom of the few: Predicting collective success from individual behavior

Manuel S. Mariani, Yanina Gimenez, Jorge Brea +3

Can we predict top-performing products, services, or businesses by only monitoring the behavior of a small set of individuals? Although most previous studies focused on the predict…

physics.soc-ph2019★ 230 cited

Nestedness in complex networks: Observation, emergence, and implications

Manuel Sebastian Mariani, Zhuo-Ming Ren, Jordi Bascompte +1

The observed architecture of ecological and socio-economic networks differs significantly from that of random networks. From a network science standpoint, non-random structural pat…

physics.soc-ph2018★ 1 cited

Antagonistic Structural Patterns in Complex Networks

María J. Palazzi, Javier Borge-Holthoefer, Claudio Tessone +1

Identifying and explaining the structure of complex networks at different scales has become an important problem across disciplines. At the mesoscale, modular architecture has attr…

physics.soc-ph2018★ 1 cited

Disentangling co-occurrence patterns in n-partite ecosystems

Albert Solé-Ribalta, Claudio J. Tessone, Carlo G. Ferrari +1

The need to harmonise apparently irreconcilable arrangements in an ecosystem --nestedness and segregation-- has triggered so far different strategies. Methodological refinements, o…

physics.soc-ph2018★ 1 cited

Thermodynamics of the Minimum Description Length on Community Detection

Juan Ignacio Perotti, Claudio Juan Tessone, Aaron Clauset +1

Modern statistical modeling is an important complement to the more traditional approach of physics where Complex Systems are studied by means of extremely simple idealized models.…

physics.soc-ph2018★ 41 cited

Revealing In-Block Nestedness: detection and benchmarking

Albert Solé-Ribalta, Claudio J. Tessone, Manuel S. Mariani +1

As new instances of nested organization --beyond ecological networks-- are discovered, scholars are debating around the co-existence of two apparently incompatible macroscale archi…

physics.soc-ph2017★ 28 cited

Hierarchical benchmark graphs for testing community detection algorithms

Zhao Yang, Juan I. Perotti, Claudio J. Tessone

Hierarchical organization is an important, prevalent characteristic of complex systems; in order to understand their organization, the study of the underlying (generally complex) n…

physics.soc-ph2016★ 602 cited

A Comparative Analysis of Community Detection Algorithms on Artificial Networks

Zhao Yang, René Algesheimer, Claudio Juan Tessone

Many community detection algorithms have been developed to uncover the mesoscopic properties of complex networks. However how good an algorithm is, in terms of accuracy and computi…

physics.soc-ph2015★ 25 cited

Hierarchical mutual information for the comparison of hierarchical community structures in complex networks

Juan Ignacio Perotti, Claudio Juan Tessone, Guido Caldarelli

The quest for a quantitative characterization of community and modular structure of complex networks produced a variety of methods and algorithms to classify different networks. Ho…