Center for Complex Networks and Systems Research
School of Informatics and Computing
Indiana University

Tennis Prestige

Tennis Prestige uses publicly available data about tennis matches to generate a weighted and directed network of contacts among players, and then measure their performance with Prestige Score, a variant of PageRank centrality.

Recent publications

Weight Thresholding on Complex Networks
X. Yan, L. Jeub, A. Flammini, F. Radicchi and S.Fortunato
arXiv:1806.07479 (2018) [pdf]

Uncertainty Reduction for Stochastic Processes on Complex Networks
F. Radicchi and C. Castellano
Phys. Rev. Lett. 120, 198301 (2018) [pdf]

Supplemental Material available here
Implementation of the algorithm is available here

Controlling the uncertain response of real multiplex networks to random damage
F. Coghi, F. Radicchi, and G. Bianconi
arXiv:1805.00894 (2018) [pdf]

Discordant attributes of structural and functional connectivity in a two-layer multiplex network
S. Lim, F. Radicchi, M.P. van den Heuvel and O. Sporns (2018) [pdf]

Identifying influential spreaders in noisy networks
S. Erkol, A. Faqeeh and F. Radicchi
arXiv:1803.02253 (2018) [pdf]

Science of science
S. Fortunato et al.
Science 359, eaao0185 (2018)

Decoding communities in networks
F. Radicchi
Phys. Rev. E 97, 022316 (2018) [pdf]

Optimal percolation on multiplex networks
S. Osat, A. Faqeeh and F. Radicchi
Nat. Commun. 8, 1540 (2017) [pdf]

Observability transition in multiplex networks
S. Osat and F. Radicchi
Physica A 503, 745-761 (2018) [pdf]

Redundant interdependencies boost the robustness of multilayer networks
F. Radicchi and G. Bianconi
Phys. Rev. X 7, 011013 (2017) [pdf]

Fundamental difference between superblockers and superspreaders in networks
F. Radicchi and C. Castellano
Phys. Rev. E 95, 012318 (2017) [pdf]

Quantifying perceived impact of scientific publications
F. Radicchi, A. Weissman and J. Bollen
J. Informetr. 11, 704–712 (2017) [pdf]

additional info available at Big Science Survey

Citation success index − An intuitive pair-wise journal comparison metric
S. Milojević, F. Radicchi and J. Bar-Ilan
J. Informetr. 11, 223-231 (2017) [pdf]

Differences in Collaboration Patterns across Discipline, Career Stage, and Gender
X.H.T. Zheng, J. Duch, M. Sales-Pardo, J.A.G. Moreira, F. Radicchi, H.V. Ribeiro, T.K. Woodruff and L.A.N. Amaral
PloS Biol. 14, e1002573 (2016) [pdf]

Percolation in real multiplex networks
G. Bianconi and F. Radicchi
Phys. Rev. E 94, 060301(R) (2016) [pdf]

Observability transition in real networks
Y. Yang and F. Radicchi
Phys. Rev. E 94, 030301(R) (2016) [pdf]

A Tipping Point in the Structural Formation of Interconnected Networks
A. Arenas and F. Radicchi
in Understanding Complex Systems: Interconnected Networks
Ed. A. Garas (Springer, 2016)

Leveraging percolation theory to single out influential spreaders in networks
F. Radicchi and C. Castellano
Phys. Rev. E 93, 062314 (2016) [pdf]

Beyond the locally treelike approximation for percolation on real networks
F. Radicchi and C. Castellano
Phys. Rev. E 93, 030302(R) (2016) [pdf]
Supplemental Material available here

Breaking of the site-bond percolation universality in networks
F. Radicchi and C. Castellano
Nat. Commun. 6, 10196 (2015) [pdf]

Percolation in real interdependent networks
F. Radicchi
Nature Phys. 11, 597-602 (2015) [pdf]
Featured by

Defining and identifying Sleeping Beauties in science
Q. Ke, E. Ferrara, F. Radicchi and A. Flammini
Proc. Natl. Acad. Sci. USA 112, 7426-7431 (2015) [pdf]
Featured by
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Predicting percolation thresholds in networks
F. Radicchi
Phys. Rev. 91 E, 010801(R) (2015) [pdf]

Correlations between user voting data, budget, and box office for films in the Internet Movie Database
M. Wasserman, S. Mukherjee, K. Scott, X.H.T. Zeng, F. Radicchi and L.A..N. Amaral
J. Am. Soc. Inf. Sci. Tech. 66, 858-868 (2015) [pdf]

Quality versus quantity in scientific impact
J. Kaur, E. Ferrara, F. Menczer, A. Flammini and F. Radicchi
J. Informetr. 9, 800–808 (2015) [pdf]