1.1k citations · 2.6k across the 17 of their papers we have counts for
Showing 2011Show all
2 papers · 1 filter
physics.data-an2011★ 20 cited
Mesoscopic analysis of networks: applications to exploratory analysis and data clustering
Clara Granell, Sergio Gomez, Alex Arenas
We investigate the adaptation and performance of modularity-based algorithms, designed in the scope of complex networks, to analyze the mesoscopic structure of correlation matrices…
physics.data-an2011★ 10 cited
Unsupervised clustering analysis: a multiscale complex networks approach
Clara Granell, Sergio Gomez, Alex Arenas
Unsupervised clustering, also known as natural clustering, stands for the classification of data according to their similarities. Here we study this problem from the perspective of…