11.5k citations · 38.7k across the 103 of their papers we have counts for
6 papers · 1 filter
Eigenvector dynamics under perturbation of modular networks
Somwrita Sarkar, Sanjay Chawla, Peter A. Robinson +1
Rotation dynamics of eigenvectors of modular network adjacency matrices under random perturbations are presented. In the presence of communities, the number of eigenvectors cor…
Detection of gene communities in multi-networks reveals cancer drivers
Laura Cantini, Enzo Medico, Santo Fortunato +1
We propose a new multi-network-based strategy to integrate different layers of genomic information and use them in a coordinate way to identify driving cancer genes. The multi-netw…
Network-based model of the growth of termite nests
Young-Ho Eom, Andrea Perna, Santo Fortunato +3
We present a model for the growth of the transportation network inside nests of the social insect subfamily Termitinae (Isoptera, termitidae). These nests consist of large chambers…
Quantifying randomness in real networks
Chiara Orsini, Marija Mitrović Dankulov, Almerima Jamakovic +9
Represented as graphs, real networks are intricate combinations of order and disorder. Fixing some of the structural properties of network models to their values observed in real n…
Attention decay in science
Pietro Della Briotta Parolo, Raj Kumar Pan, Rumi Ghosh +3
The exponential growth in the number of scientific papers makes it increasingly difficult for researchers to keep track of all the publications relevant to their work. Consequently…
Benchmark model to assess community structure in evolving networks
Clara Granell, Richard K. Darst, Alex Arenas +2
Detecting the time evolution of the community structure of networks is crucial to identify major changes in the internal organization of many complex systems, which may undergo imp…