Embedding-aided network dismantling

S. Osat, F. Papadopoulos, A.S. Teixeira, and **F. Radicchi**

arXiv:2208.01087 (2022) [pdf]

Influence maximization in Boolean networks

T. Parmer, L.M. Rocha and **F. Radicchi**

Nat. Commun. **13**, 3457 (2022) [pdf]

Multiplex reconstruction with partial information

D. Kaiser, S. Patwardhan and **F. Radicchi**

arXiv:2206.07529 (2022) [pdf]

Effective submodularity of influence maximization on temporal networks

S. Erkol, D. Mazzilli and **F. Radicchi**

Phys. Rev. E **106**, 034301 (2022) [pdf]

Triadic interactions induce blinking and chaos in the connectivity of higher-order networks

H. Sun, **F. Radicchi**, J. Kurths and G. Bianconi

arXiv:2204.13067 (2022) [pdf]

Universality, criticality and complexity of information propagation in social media

D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and **F. Radicchi**

Nat. Commun. **13**, 1308 (2022) [pdf]

Systematic comparison of graph embedding methods in practical tasks

Y.J. Zhang, K.C. Yang and **F. Radicchi**

Phys. Rev. E **104**, 044315 (2021) [pdf]

Detecting climate teleconnections with Granger causality

F.N. Silva, D.A. Vega-Oliveros, X. Yan, A. Flammini, F. Menczer, **F. Radicchi**, B. Kravitz and S. Fortunato

Geophys. Res. Lett. **48**, e2021GL094707 (2021) [pdf]

Principled approach to the selection of the embedding dimension of networks

W. Gu, A. Tandon, Y.Y. Ahn and **F. Radicchi**

Nat. Commun. **12**, 3772 (2021) [pdf]

Who is the best coach of all time? A network-based assessment of the career performance of professional sports coaches

Ş. Erkol and **F. Radicchi**

J. Complex Netw. **9**, cnab012 (2021) [pdf]

Community detection in networks using graph embeddings

A. Tandon, A. Albeshri, V. Thayananthan, W. Alhalabi, **F. Radicchi** and S. Fortunato

Phys. Rev. E **103**, 022316 (2021) [pdf]

Percolation theory of self-exciting temporal processes

D. Notarmuzi, C. Castellano, A. Flammini, D. Mazzilli and **F. Radicchi**

Phys. Rev. E **103**, L020302 (2021) [pdf]

Model-free hidden geometry of complex networks

Y.J. Zhang, K.C. Yang and **F. Radicchi**

Phys. Rev. E **103**, 012305 (2021) [pdf]

Combinatorial approach to spreading processes on networks

D. Mazzilli and **F. Radicchi**

Eur. Phys. J. B **94**, 15 (2021) [pdf]

Epidemic plateau in critical SIR dynamics with non-trivial initial conditions

**F. Radicchi** and G. Bianconi

Phys. Rev. E **102**, 052309 (2020) [pdf]

Influence maximization on temporal networks

Ş. Erkol, D. Mazzilli and **F. Radicchi**

Phys. Rev. E **102**, 042307 (2020) [pdf]

Classes of critical avalanche dynamics in complex networks

**F. Radicchi**, C. Castellano, A. Flammini, M.A. Muñoz and D. Notarmuzi

Phys. Rev. Research **2**, 033171 (2020) [pdf]

k-core structure of real multiplex networks

S. Osat, **F. Radicchi** and F. Papadopoulos

Phys. Rev. Research **2**, 023176 (2020) [pdf]

Classical information theory of networks

**F. Radicchi**, D. Krioukov, H. Hartle and G. Bianconi

J. Phys. Complex. **1**, 025001 (2020) [pdf]

Systematic comparison between methods for the detection of influential spreaders in complex networks

Ş. Erkol, C. Castellano and **F. Radicchi**

Sci. Rep. **9**, 15095 (2019) [pdf]

Reply to Hanlon: Transitions in science careers

S. Milojević, **F. Radicchi** and J.P. Walsh

Proc. Natl. Acad. Sci. USA **116**, 2019-11168 (2019) [pdf]

Emergence of power-laws in noncritical neuronal systems

A. Faqeeh, S. Osat, **F. Radicchi** and J.P. Gleeson

Phys. Rev. E **100**, 010401(R)(2019) [pdf]

Error-Correcting Decoders for Communities in Networks

K. Bathina and **F. Radicchi**

Appl. Netw. Sci. **4**, 9 (2019) [pdf]

Discordant attributes of structural and functional brain connectivity in a two-layer multiplex network

S. Lim, **F. Radicchi**, M.P. van den Heuvel and O. Sporns

Sci. Rep. **9**, 2885 (2019) [pdf]

Controlling the uncertain response of real multiplex networks to random damage

F. Coghi, **F. Radicchi** and G. Bianconi

Phys. Rev. E **98**, 062317 (2018) [pdf]

Changing demographics of scientific careers: The rise of the temporary workforce

S. Milojević, **F. Radicchi** and J.P. Walsh

Proc. Natl. Acad. Sci. USA **115**, 12616-12623 (2018) [pdf]

Weight Thresholding on Complex Networks

X. Yan, L. Jeub, A. Flammini, **F. Radicchi** and S. Fortunato

Phys. Rev. E **98**, 042304 (2018) [pdf]

Influence maximization in noisy networks

Ş. Erkol, A. Faqeeh and **F. Radicchi**

EPL **123**, 58007 (2018) [pdf]

Characterizing the analogy between hyperbolic embedding and community structure of complex networks

A. Faqeeh, S. Osat and **F. Radicchi**

Phys. Rev. Lett. **121**, 098301 (2018) [pdf]

Uncertainty Reduction for Stochastic
Processes on Complex Networks

**F. Radicchi** and C. Castellano

Phys. Rev. Lett. **120**, 198301 (2018) [pdf]

Observability transition in multiplex networks

S. Osat and **F. Radicchi**

Physica A **503**, 745-761 (2018) [pdf]

Science of science

S. Fortunato, C. T. Bergstrom, K. Börner, J. A. Evans, D. Helbing, S. Milojević, A. M. Petersen, **F. Radicchi**, R. Sinatra, B. Uzzi, A. Vespignani, L. Waltman, D. Wang and A.-L. Barabási

Science **359**, eaao0185 (2018) [pdf]

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]

Quantifying perceived impact of scientific publications

**F. Radicchi**, A. Weissman and J. Bollen

J. Informetr. **11**, 704-712 (2017) [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]

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]

Percolation in real multiplex networks

G. Bianconi and **F. Radicchi**

Phys. Rev. E **94**, 060301(R) (2016) [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]

Observability transition in real networks

Y. Yang and **F. Radicchi**

Phys. Rev. E **94**, 030301(R) (2016) [pdf]

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]

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)

Breaking of the site-bond percolation universality in networks

**F. Radicchi** and C. Castellano

Nat. Commun. **6**, 10196 (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]

Understanding the Scientific Enterprise: Citation Analysis, Data and Modeling

**F. Radicchi** and C. Castellano

in Social Phenomena: From Data Analysis to Models

Eds. Bruno Gonçalves, Nicola Perra (Springer, 2015)

Percolation in real interdependent networks

**F. Radicchi**

Nat. Phys. **11**, 597-602 (2015) [pdf]

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]

Predicting percolation thresholds in networks

**F. Radicchi**

Phys. Rev. E **91**, 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]

Underestimating extreme events in power-law behavior due to machine-dependent cutoffs

**F. Radicchi**

Phys. Rev. E **90**, 050801(R) (2014) [pdf]

A paradox in community detection

**F. Radicchi**

EPL **106**, 38001 (2014) [pdf]

Driving interconnected networks to supercriticality

**F. Radicchi**

Phys. Rev. X **4**, 021014 (2014) [pdf]

On the use of sampling statistics to advance bibliometrics

J. Kaur, **F. Radicchi** and F. Menczer

J. Informetr. **8**, 419–420 (2014)

Universality of scholarly impact metrics

J. Kaur, **F. Radicchi** and F. Menczer

J. Informetr. **7**, 924-932 (2013) [pdf]

Abrupt transition in the structural formation of interconnected networks

**F. Radicchi** and A. Arenas

Nat. Phys. **9**, 717-720 (2013) [pdf]

Field-normalized Impact Factors: A Comparison of Rescaling versus Fractionally Counted IFs

L. Leydesdorff, **F. Radicchi**, L. Bornmann, C. Castellano and W. de Nooy

J. Am. Soc. Inf. Sci. Tech. **64**, 2299-2309 (2013) [pdf]

Lévy flights in human behavior and cognition

A. Baronchelli and **F. Radicchi**

Chaos Soliton. Fract. **56**, 101-105 (2013) [pdf]

Analysis of bibliometric indicators for individual scholars in a large data set

**F. Radicchi** and C. Castellano

Scientometrics **97**, 627-637 (2013) [pdf]

Quantitative evaluation of alternative field mormalization procedures

Y. Li, **F. Radicchi**, C. Castellano and J. Ruiz-Castillo

J. Informetr. **7** 746-755 (2013) [pdf

Detectability of communities in heterogeneous networks

**F. Radicchi**

Phys. Rev. E **88**, 010801(R) (2013) [pdf]

The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact

J. Duch, X.H.T. Zeng, M. Sales-Pardo, **F. Radicchi**, S. Otis, T.K. Woodruff and L.A.N. Amaral

Plos ONE **7**, e51332 (2012) [pdf]

In science “there is no bad publicity”: Papers criticized in comments have high scientific impact

**F. Radicchi**

Sci. Rep. **2**, 815 (2012) [pdf]

Citation Networks

**F. Radicchi**, S. Fortunato and A. Vespignani

in Models of Science Dynamics: Encounters Between Complexity Theory and Information Sciences

Eds. A.Scharnhorst; K. Börner and P. van den Besselaar (Springer, 2012)

Why Sirtes’s claims do not square with reality

**F. Radicchi** and C. Castellano

J. Informetr. **6**, 615-618 (2012) [pdf]

Universality, limits and predictability of gold-medal performances at the Olympic Games

**F. Radicchi**

Plos ONE **7**, e40335 (2012) [pdf]

Evolution of optimal Lévy-flight strategies in human mental searches

**F. Radicchi** and A. Baronchelli

Phys. Rev. E **85**, 061121 (2012) [pdf]

A reverse engineering approach to the suppression of citation biases reveals universal properties of citation distributions

**F. Radicchi** and C. Castellano

PloS ONE **7**, e33833 (2012) [pdf]

Rationality, irrationality and escalating behavior in lowest unique bid auctions

**F. Radicchi**, A. Baronchelli and L.A.N. Amaral

PloS ONE **7**, e29910 (2012) [pdf]

Testing the fairness of citation indicators for comparison across scientific domains: The case of fractional citation counts

**F. Radicchi** and C. Castellano

J. Informetr. **6**, 121-130 (2012) [pdf]

Explosive percolation in graphs

S. Fortunato and **F. Radicchi**

J. Phys.: Conf. Ser. **297**, 012009 (2011) [pdf]

Finding statistically significant communities in networks

A. Lancichinetti, **F. Radicchi**, J.J. Ramasco and S. Fortunato

PloS ONE **6**, e18961 (2011) [pdf]

Rescaling citations of publications in Physics

**F. Radicchi** and C. Castellano

Phys. Rev. E **83**, 046116 (2011) [pdf]

Information filtering in complex weighted networks

**F. Radicchi**, J.J. Ramasco and S. Fortunato

Phys. Rev. E **83**, 046101 (2011) [pdf]

Who is the best player ever? A complex network analysis of the history of professional tennis

**F. Radicchi**

PloS ONE **6**, e17249 (2011) [pdf]

Combinatorial approach to modularity

**F. Radicchi**, A. Lancichinetti and J.J. Ramasco

Phys. Rev. E **82**, 026102 (2010) [pdf]

Statistical significance of communities in networks

A. Lancichinetti, **F. Radicchi** and J.J. Ramasco

Phys. Rev. E **81**, 046110 (2010) [pdf]

Explosive percolation: A numerical analysis

F. Radicchi and S. Fortunato

Phys. Rev. E **81**, 036110 (2010) [pdf]

Diffusion of scientific credits and the ranking of scientists

F. Radicchi, S. Fortunato, B. Markines and A. Vespignani

Phys. Rev. E **80**, 056103 (2009) [pdf]

Explosive Percolation in Scale-Free Networks

F. Radicchi and S.Fortunato

Phys. Rev. Lett. **103**, 168701 (2009) [pdf]

Human activity in the web

F. Radicchi

Phys. Rev. E **80**, 026118 (2009) [pdf]

On the fairness of using relative indicators for comparing citation performance in different disciplines

C. Castellano and F. Radicchi

Arch. Immunol. Ther. Ex. **57**, 85-90 (2009)

Renormalization flows in complex networks

F. Radicchi, A. Barrat, S. Fortunato and J.J. Ramasco

Phys. Rev. E **79**, 026104 (2009) [pdf]

Universality of citation distributions: towards an objective measure of scientific impact

F. Radicchi, S. Fortunato and C. Castellano

Proc. Natl. Acad. Sci. USA **105**, 17268-17272 (2008) [pdf]

Benchmark graphs for testing community detection algorithms

A. Lancichinetti, S. Fortunato and F. Radicchi

Phys. Rev. E **78**, 046110 (2008) [pdf]

Complex Networks Renormalization: Flows and Fixed Points

F. Radicchi, J.J. Ramasco, A. Barrat and S. Fortunato

Phys. Rev. Lett. **101**, 148701 (2008) [pdf]

Impact of the updating scheme on stationary states of networks

F. Radicchi, Y.Y. Ahn and H. Meyer-Ortmanns

J. Phys. A: Math. Theor. **41**, 224010 (2008) [pdf]

Phase Transition between Synchronous and Asynchronous Updating Algorithms

F. Radicchi, D. Vilone and H. Meyer-Ortmanns

J. Stat. Phys. **129**, 593-603 (2007) [pdf]

Universality class of triad dynamics on a triangular lattice

F. Radicchi, D. Vilone and H. Meyer-Ortmanns

Phys. Rev. E **75**, 021118 (2007) [pdf]

Social balance as a satisfiability problem of computer science

F. Radicchi, D. Vilone, S. Yoon and H. Meyer-Ortmanns

Phys. Rev. E **75**, 026106 (2007) [pdf]

Reentrant synchronization and pattern formation in pacemaker-entrained Kuramoto oscillators

F. Radicchi and H. Meyer-Ortmanns

Phys. Rev. E **74**, 026203 (2006) [pdf]

Entrainment of coupled oscillators on regular networks by pacemakers

F. Radicchi and H. Meyer-Ortmanns

Phys. Rev. E **73**, 036218 (2006) [pdf]

Self-similar scale-free networks and disassortativity

S.H. Yook, F. Radicchi and H. Meyer-Ortmanns

Phys. Rev. E **72**, 045105(R) (2005) [pdf]

Self-contained algorithms to detect communities in networks

C. Castellano, F. Cecconi, V. Loreto, D. Parisi and F. Radicchi

Eur. Phys. J. B **38**, 311-319 (2004) [pdf]

Defining and identifying communities in networks

F. Radicchi, C. Castellano, F. Cecconi, V. Loreto and D. Parisi

Proc. Natl. Acad. Sci. USA **101**, 2658-2663 (2004) [pdf]

Cooperation in dynamical networks

**F. Radicchi**

PhD Thesis, (2007) [pdf]

Metodi di identificazione di strutture comunitarie in reti complesse

**F. Radicchi**

Master of Science Thesis, (2003)