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Quantification of network structural dissimilarities

Autor
Schieber, T.A.; Carpi, L.; Díaz-Guilera, A.; Pardalos, P.M.; Masoller, C.; Ravetti, M.G
Tipus d'activitat
Article en revista
Revista
Nature communications
Data de publicació
2017-01-09
Volum
8
Pàgina inicial
1
Pàgina final
10
DOI
https://doi.org/10.1038/ncomms13928 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/100483 Obrir en finestra nova
URL
http://www.nature.com/articles/ncomms13928 Obrir en finestra nova
Resum
Identifying and quantifying dissimilarities among graphs is a fundamental and challenging problem of practical importance in many fields of science. Current methods of network comparison are limited to extract only partial information or are computationally very demanding. Here we propose an efficient and precise measure for network comparison, which is based on quantifying differences among distance probability distributions extracted from the networks. Extensive experiments on synthetic and re...
Citació
Schieber, T.A., Carpi, L., Díaz-Guilera, A., Pardalos, P.M., Masoller, C., Ravetti, M.G. Quantification of network structural dissimilarities. "Nature communications", 9 Gener 2017, vol. 8, p. 1-10.
Grup de recerca
DONLL - Dinàmica no Lineal, Òptica no Lineal i Làsers

Participants

  • Schieber, Tiabo A.  (autor)
  • Carpi, Laura C.  (autor)
  • Díaz Guilera, Albert  (autor)
  • Pardalos, Panos M.  (autor)
  • Masoller Alonso, Cristina  (autor)
  • Ravetti, Martin G.  (autor)

Arxius