Publications

Selected publications by the Complex Systems and Networks Group

• A. Ma, R.J. Mondragon, V. Latora, Anatomy of funded research in science, Proc. Nat. Acad. Sci. USA 112, 14760 (2015)
• M. De Domenico*, V. Nicosia*, A. Arenas, V. Latora Structural reducibility of multilayer networks, Nature Communications 6, 6864 (2015)
• G. Campi, et al.  Inhomogeneity of charge-density-wave order and quenched disorder in a high-Tc superconductor. Nature, 525, 359-362 (2015).
• G. Bianconi and C. Rahmede, Complex Quantum Network Manifolds in dimension d>2 are Scale-free Scientific Reports, 513979 (2015). Press Coverage: Science Daily, Physics.org, La Stampa, Media Inaf (Italian national institute of Astrophysics)
• N. Poccia, T. I. Baturina, F. Coneri, C. G. Molenaar, X. R. Wang, G. Bianconi, A. Brinkman, H. Hilgenkamp, A. A. Golubov, and V. M. Vinokur. Critical behavior at a dynamic vortex insulator-to-metal transition, Science 349, 1202 (2015).
• J. Luque, B. Luque and L. Lacasa, Scaling and universality in the human voice, Journal of the Royal Society Interface 12, 20141344 (2015)
• S. Boccaletti, G. Bianconi, R. Criado, C. del Genio, J. Gomez-Gardenes, M. Romance, I. Sendina-Nadal, Z. Wang, M. Zanin Structure and Dynamics of Multilayer Networks, Physics Reports (2014).
• G. Bianconi, Multilayer Networks: Dangerous Liaisons? Nature Physics 10, 712-714 (2014).
• L. Lacasa, On the degree distribution of horizontal visibility graphs associated to Markov processes and dynamical systems: diagrammatic and variational approaches Nonlinearity 27, 2063-2093 (2014)
• G. Menichelli, L. Dall'Asta and G.Bianconi, Network Controllability Is Determined by Low In-Degree and Out-Degree Nodes Physical Review Letters 113,078701 (2014)
• L. Lacasa, J. Gomez-Gardeñes, Correlation dimension of complex networks, Physical Review Letters 110, 168703 (2013)
• Vincenzo Nicosia, Ginestra Bianconi,Vito Latora and Marc Barthelemy, Growing multiplex networks Physical Review Letters 111 (2013)
• V. Nicosia, M. Valencia, M. Chavez, A. Diaz-Guilera, V. Latora, Remote synchronization reveals network symmetries and functional modules, Physical Review Letters 110, 174102 (2013).
• V. Nicosia*, P. Vertes*, W. Schafer, V. Latora, E. Bullmore Phase transition in the economically modeled growth of a cellular nervous system, Proc. Natl. Acad. Sci. USA, 110 (19), 7880-7885, doi:10.1073/pnas.1300753110 (2013).

Complete list of our publications 2013-2016

2016

• Homophily and missing links in citation networks(link is external) 
  V. Ciotti, M. Bonaventura, V. Nicosia, P. Panzarasa, V. Latora, EPJ Data Science 5:7 (2016) 
• The advantages of interdisciplinarity in modern science 
  M. Bonaventura, V. Latora, V. Nicosia, P. Panzarasa, submitted 
• Spatio-Temporal Analysis of Micro Economic Activities in Rome Reveals Patterns of Mixed-Use Urban Evolution(link is external) 
  A. Fiasconaro, E. Strano, V. Nicosia, S. Porta, V. Latora, PLoS ONE 11(3): e0151681 (2016)
• High-resolution maps of hunter-gatherer social networks reveal human adaptation for cultural exchange(link is external) 
  A. Bamberg Migliano et al, bioRxiv 040154 (2016)
• Irreducibility of multilayer network dynamics: the case of the voter model(link is external) 
  M. Diakonova, V. Nicosia, V. Latora, M. San Miguel, New J. Phys. 18, 023010 (2016) 
• Interplay between consensus and coherence in a model of interacting opinions(link is external) 
  F. Battiston, A. Cairoli, V. Nicosia, A. Baule, V. Latora, Physica D 323–324, 12 (2016) 
• Emergence of multiplex communities in collaboration networks(link is external) 
  F. Battiston, J. Iacovacci, V. Nicosia, G. Bianconi, V. Latora, PLOS ONE 11(1) e0147451 (2016) 
• Efficient exploration of multiplex networks(link is external) 
  F. Battiston, V. Nicosia, V. Latora, arXiv:1505.01378, New J. Phys. 18 043035 (2016)
• Sequential visibility-graph motifs 
  Jacopo Iacovacci, Lucas Lacasa Physical Review E 93, 042309 (2016)
• Horizontal Visibility Graphs from Integer Sequences Lucas Lacasa, Journal of Physics A: Mathematical and Theoretical 49, 35LT01 (2016)

• Irreversibility of financial time series: a graph-theoretical approach 
  Ryan Flanagan, Lucas Lacasa 
  Physics Letters A 380, 1689-1697 (2016)
• Entropy and Renormalization in Chaotic Visibility Graphs 
  Bartolo Luque, Fernando Ballesteros, Alberto Robledo and Lucas Lacasa, in Mathematical Foundations and Applications of Graph Entropy (eds. Matthias Dehmer, Frank Emmert-Streib, Zengqiang Chen, Xueliang Li, Yongtang Shi, Wiley-VCH Verlag 2016) ISBN 978-3-527-33909-9

• G. Bianconi and C. Rahmede,
  Network geometry with flavor:from complexity to quantum geometry 
  Physical Review E 93, 032315 (2016).(link is external)
• O. T. Courtney and G. Bianconi,
  Generalized network structures: The configuration model and the canonical ensemble of simplicial complexes 
  Phys. Rev. E 93, 062311 (2016).(link is external)
• F. P. Ulloa Severino, J. Ban, Q. Song, M. Tang, G. Bianconi, G. Cheng, and V. Torre,
  The role of dimensionality in neuronal network dynamics, 
  Scientific Reports 6, 29640 (2016).(link is external)
• D. Cellai, S.N. Dorogovtsev and G. Bianconi, 
  Message passing theory for percolation models on multiplex networks with link overlap, 
  Phys. Rev. E 94, 032301 (2016).(link is external)
• J. Iacovacci and G.Bianconi,
  Extracting information from multiplex networks
  Chaos: An Interdisciplinary Journal of Nonlinear Science, 26, 065306 (2016).(link is external)
  The code for the Multiplex PageRank can be found here(link is external)
• G. Menichetti, L. Dall'Asta and G. Bianconi,
  Control of Multilayer Networks 
  Scientific Reports 6, 20706 (2016).(link is external)
• D. Cellai and G. Bianconi,
  Multiplex networks with heterogeneous activities of the nodes 
  Physical Review E 93, 032302 (2016).(link is external)
• G. Baxter, G. Bianconi, R.A. Da Costa, S.N. Dorogovtsev, J. F. F. Mendes, 
  Correlated Edge Overlaps in Multiplex Networks
  Phys. Rev. E 94, 012303 (2016)(link is external)
• F. Battiston, J. Iacovacci, V. Nicosia, G. Bianconi and V. Latora
  Emergence of multiplex communities in collaboration networks 
  PlosOne 11, e0147451 (2016).(link is external)

2015

• Hybrid recommendation methods in complex networks(link is external) 
  A. Fiasconaro, M. Tumminello, V. Nicosia, V. Latora, R. N. Mantegna, Phys. Rev. E92, 012811 (2015) 
• Structural reducibility of multilayer networks(link is external) 
  M. De Domenico, V. Nicosia, A. Arenas, V. Latora, Nature Communications 6, 6864 (2015) 
• Measuring and modelling correlations in multiplex networks (link is external)
  V. Nicosia, V. Latora, Phys. Rev. E92, 032805 (2015)

• J. Iacovacci, Z. Wu and G. Bianconi, Mesoscopic structures reveal the network between the layers of multiplex data sets, 
  Phys. Rev. E 92, 042806 (2015).(link is external)
• G. Bianconi, C. Rahmede, Z. Wu, Complex Quantum Network Geometries:Evolution and Phase Transitions, Phys. Rev. E 92, 022815 (2015).

• G. Bianconi, Interdisciplinary and physics challenges of network theory, Europhysics Letters 111, 56001 (2015).
• G. Bianconi and C. Rahmede, Complex Quantum Network Manifolds in dimension d>2 are Scale-free Scientific Reports, 513979 (2015). Press Coverage: Science Daily, Physics.org, La Stampa, Media Inaf (Italian national institute of Astrophysics)
  http://www.media.inaf.it/2015/09/11/come-ti-unifico-la-fisica/(link is external) http://www.lastampa.it/2015/09/10/tecnologia/studiare-facebook-aiuta-a-capire-la-fisica-quantistica-B3Eofv8HBlVUW5flCKPeZN/pagina.html(link is external) 
  http://phys.org/news/2015-09-complex-networks-gravity-quantum-mechanics.html(link is external)http://www.sciencedaily.com/releases/2015/09/150910084602.htm(link is external)
• Z. Wu, G. Menichetti, C. Rahmede, and G. Bianconi, Emergent Network Geometry, Scientific Reports 5, 10073 (2015).(link is external)
• N. Poccia, T. I. Baturina, F. Coneri, C. G. Molenaar, X. R. Wang, G. Bianconi, A. Brinkman, H. Hilgenkamp, A. A. Golubov, and V. M. Vinokur. "Critical behavior at a dynamic vortex insulator-to-metal transition." Science 349, 1202 (2015).
• K. Zuev, M. Boguna, G. Bianconi,D. Krioukov, Emergence of Soft Communities from Geometric Preferential Attachment, Scientific Reports 5, 9421 (2015).(link is external)
• G. Campi, et al.  Inhomogeneity of charge-density-wave order and quenched disorder in a high-Tc superconductor. Nature, 525, 359-362 (2015).
• M. Ostilli and G. Bianconi, Statistical Mechanics of random geometric graphs: Geometry-induced first-order phase transition, Phys. Rev. E 91,042136 (2015).
• G. Menichetti, G. Bianconi, G. Castellani, E. Gianpieri,D. Remondini, Multiscale characterization of aging and cancer progression by a novel network entropy measure, Mol. Biosyst. DOI:10.1039/C5MB00143A (2015)
• Network Structure of multivariate time series Lucas Lacasa, Vincenzo Nicosia and Vito Latora Nature Scientific Reports 5, 15508 (2015)
  Featured in Revista de la RSEF 30, 1 (2016)
• Time reversibility from visibility graphs of non-stationary processes Lucas Lacasa and Ryan Flanagan, Physical Review E 92, 022817 (2015) 
• G. Bianconi, S. N. Dorogovtsev, J. F. F. Mendes, Mutually connected component of network of networks with replica nodes, Phys. Rev. E 91, 012804 (2015).
• G. Bianconi, Supersymmetric multiplex networks described by coupled Bose and Fermi statistics, Phys. Rev. E 91, 012810 (2015). 
• V. Ciotti, G. Bianconi, A. Capocci, F. Colaiori, P. Panzarasa, Degree correlations in signed social networks Physica A 422 25, (2015).
• A. Fiasconaro, M. Tumminello, V. Nicosia, V. Latora, R. N. Mantegna, "Hybrid recommendation methods in complex networks", submitted (PDF - Arxiv)(link is external)
• V. Nicosia*, P. S. Skardal*, V. Latora, A. Arenas "Spontaneous synchronization driven by energy transport in interconnected networks", submitted (PDF - Arxiv)(link is external)
• V. Nicosia, V. Latora "Measuring and modelling correlations in multiplex networks", submitted (PDF - Arxiv)(link is external)
• J. Luque, B. Luque and L. Lacasa, Scaling and universality in the human voice, Journal of the Royal Society Interface 12, 20141344 (2015) 

2014

• Analytical estimation of the correlation dimension of integer lattices Lucas Lacasa, Jesús Gómez-Gardeñes Chaos 24, 043101 (2014) 
• On the degree distribution of horizontal visibility graphs associated to Markov processes and dynamical systems: diagrammatic and variational approaches Lucas Lacasa Nonlinearity 27, 2063-2093 (2014) 
• Horizontal Visibility graphs generated by type-II intermittency Angel Nuñez, Jose Patricio Gómez, Lucas Lacasa Journal of Physics A: Mathematical and Theoretical 47, 035102 (2014)
• G. Menichelli, L. Dall'Asta and G.Bianconi, Network Controllability Is Determined by Low In-Degree and Out-Degree Nodes Phys. Rev. Lett. 113,078701 (2014)(link is external)
• S. Boccaletti, G. Bianconi, R. Criado, C. del Genio, J. Gomez-Gardenes, M. Romance, I. Sendina-Nadal, Z. Wang, M. Zanin, Structure and Dynamics of Multilayer Networks Physics Reports (in press) (2014)(link is external)
• G. Bianconi and S.N. Dorogovstev, Multiple percolation transitions in a configuration model of a network of networks Phys. Rev. E 89 062814 (2014)(link is external)
• G. Bianconi, R. K. Darst, J. Iacovacci, S. Fortunato, Triadic closure as a basic generating mechanism of communities in complex networks,  Phys. Rev. E 89, 062814 (2014).
• Kartik Anand, Dmitri Krioukov, Ginestra Bianconi Entropy distribution and condensation in random networks with a given degree distribution 
  Phys. Rev. E 89 062807 (2014)(link is external)
• Giulia Menichetti, Daniel Remondini, Pietro Panzarasa, Raul J. Mondragon and Ginestra Bianconi, Weighted Multiplex Networks  PloSOne 9 e97857 (2014)(link is external)
• Luca Ferretti, Marcello Mamino, and Ginestra Bianconi, Condensation and topological phase transitions in a dynamical network model with rewiring of the links, Phys. Rev. E 89 042810 (2014)(link is external)
• A. Halu, S. Mukherjee and G. Bianconi, Emergence of overlap in ensembles of spatial multiplexes and statistical mechanics of spatial interacting network ensembles Phys. Rev. E 89 012806 (2014)(link is external)
• A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gomez-Gardenes, V. Latora "Evolutionary dynamics of time-resolved social interactions", Phys. Rev. E 90, 052825 (2014) (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• V. Nicosia, G. Bianconi, V. Latora, M. Barthelemy "Non-linear growth and condensation in multiplex networks ", Phys. Rev. E 90, 042807 (2014) (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• V. Nicosia, M. De Domenico, V. Latora "Characteristic exponents of complex networks", EPL - Europhysics Letters 106, 58005 (2014) (EPL - Abstract)(link is external) (PDF - Arxiv)(link is external)
• F. Battiston, V. Nicosia, V. Latora "Structural measures for multiplex networks", Phys. Rev. E 89, 032804 (2014). (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• M. Cavallaro, D. Asprone, V. Latora, G. Manfredi, V. Nicosia "Assessment of Urban Ecosystem Resilience through Hybrid Social–Physical Complex Networks", Computer-Aided Civil and Infrastructure Engineering 29 (8), 608-625 (2014). (Abstract - CACAIE)(link is external) (PDF - Arxiv)(link is external)
• M. Bonaventura, V. Nicosia, V. Latora "Characteristic times of biased random walks on complex networks", Phys. Rev. E 89, 012803 (2014) (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• F. De Vico Fallani, V. Nicosia, V. Latora, M. Chavez "Non-parametric resampling of random walks for spectral network clustering", Phys. Rev. E, 89, 012802 (2014) (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• Resilience of natural gas networks during conflicts, crises and disruptions, PLOS | one DOI:10.1371/journal.pone.0090265, (2014)(link is external) R. Carvalho, L. Buzna, F. Bono, M. Masera, D. Arrowsmith, D. Helbing.
• Review of Resilience of natural gas networks during conflicts, crises and disruptions, Journal of Energy Security, 2014(link is external)
• G. Menichetti, D. Remondini, G. Bianconi, Correlation between weights and overlap in ensembles of weighted multiplex networks Phys. Rev. E 90, 062817 (2014).

2013

• Phase transitions in Number Theory: from the Birthday Problem to Sidon Sets Bartolo Luque, Iván G. Torre, Lucas Lacasa Physical Review E 88, 052119 (2013)
• Correlation dimension of complex networks Lucas Lacasa, Jesús Gómez-Gardeñes Physical Review Letters 110, 168703 (2013) 
• Horizontal Visibility graphs generated by type-I intermittency Angel Nuñez, Bartolo Luque, Lucas Lacasa, Jose Patricio Gómez, Alberto Robledo Physical Review E 87, 052801 (2013)
• Lusine Mirzoyan, Sima Berendes, Caroline Jeffery, Joanna Thomson, Hussein bin Othman, Leon Danon, Abdullah A. Turki, Rabea Saffialden, Joseph J. Valadez, New evidence on the HIV epidemic in Libya: why countries must implement prevention programmes among people who inject drugs . JAIDS, 62:5, 577-583,doi:10.1097/QAI.0b013e318284714a(link is external), (2013).
• Ginestra Bianconi,Statistical Mechanics of Multiplex Networks: Entropy and Overlap Phys. Rev. E 87,062806 (2013)(link is external)
• Vincenzo Nicosia, Ginestra Bianconi,Vito Latora and Marc Barthelemy Growing multiplex networks Phys. Rev. Lett. 111,058701 (2013)(link is external)
• Arda Halu, Kun Zhao, Andrea Baronchelli and Ginestra Bianconi, Connect and win: The role of social networks in political elections 
  EPL 102,16002 (2013)(link is external)
• Kun Zhao and Ginestra Bianconi, Percolation on interacting, antagonistic networks J. Stat. Mech. P05005 (2013)(link is external)
• Kun Zhao and Ginestra Bianconi, Percolation on interdependent networks with a fraction of antagonistic interactions Jour. Stat. Physics 152,1069 (2013)(link is external)
• D. Cellai, E. Lopez, J. Zhou, J. Gleeson and G. Bianconi, Percolation in multiplex networks with overlap Phys. Rev. E 88,052811 (2013)(link is external)
• Ginestra Bianconi, K. Zhao, Irene A. Chen and Martin A. Nowak, Selection for Replicases in Protocells PloS Computational Biology e1003051 (2013)(link is external)
• Arda Halu, Silvano Garnerone, Alessandro Vezzani and Ginestra Bianconi, Phase transition of light in complex networks Phys. Rev. E 87,022104 (2013)(link is external)
• Ginestra Bianconi, Superconductor-insulator transition in a network of 2d percolation clusters EPL 101,26003 (2013)(link is external)
• Kun Zhao, Marton Karsai and Ginestra Bianconi, Models, Entropy and Information in Temporal Networks In Temporal Networks, P. Holme, and J. Saramaki (Eds.) 
• V. Nicosia, T. Machida, R. Wilson, E. Hancock, N. Konno, V. Latora, S. Severini "Co-evolution of networks and quantum dynamics: a generalization of preferential attachment", J. Stat. Mech., P08016 (2013), doi:10.1088/1742-5468/2013/08/P08016 (Abstract - JSTAT)(link is external) (PDF - Arxiv)(link is external)
• V. Nicosia, G. Bianconi, V. Latora, M. Barthelemy "Growing multiplex networks", Phys. Rev. Lett. 111, 058701 (2013). (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• C. Brown, V. Nicosia, S. Scellato, A. Noulas, C. Mascolo "Social and place-focused communities in location-based online social networks", Eur. Phys. J. B 86 (6), 290 (2013). (Abstract - EPJB)(link is external) (PDF - Arxiv)(link is external)
• V. Nicosia, M. Valencia, M. Chavez, A. Diaz-Guilera, V. Latora "Remote synchronization reveals network symmetries and functional modules", Phys. Rev. Lett. 110, 174102 (2013). (Abstract - APS)(link is external) (PDF - Arxiv)(link is external)
• V. Nicosia*, P. Vertes*, W. Schafer, V. Latora, E. Bullmore "Phase transition in the economically modeled growth of a cellular nervous system", Proc. Natl. Acad. Sci. USA, 110 (19), 7880-7885, doi:10.1073/pnas.1300753110 (2013).(Abstract - PNAS) (link is external)(PDF - Arxiv)(link is external)
• J. Gomez-Gardenes*, V. Nicosia*, R. Sinatra, V. Latora "Motion-induced synchronization in metapopulations of mobile agents", Phys. Rev. E 87, 032814 (2013). (Abstract - APS) (link is external)(PDF - Arxiv)(link is external)
• V. Latora, V. Nicosia, P. Panzarasa "Social cohesion, structural holes, and a tale of two measures", J. Stat. Phys.151 (3-4), 745 doi:10.1007/s10955-013-0722-z (2013). (Abstract - JSP)(link is external) (PDF - Arxiv)(link is external)

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