Publications



Herding and idiosyncratic choices: Nonlinearity and aging-induced transitions in the noisy voter model
O. Artime et al,  (2018)
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Bots sustain and inflate striking opposition in online social systems
M. Stella, E. Ferrara, M. De Domenico, PNAS 115, 12435 (2018)
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Multilayer flows in molecular networks identify biological modules in the human proteome
G. Mangioni, G. Jurman, M. De Domenico, IEEE Transactions on Network Science and Engineering (2018)
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Multilayer Networks
S. Gomez, M. De Domenico, E. Omodei, A. Sole, A. Arenas, Oxford University Press (2018)
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Influence of augmented humans in online interactions during voting events
M. Stella, M. Cristoforetti, M. De Domenico,  (2018)
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Multilayer network modeling of integrated biological systems
M. De Domenico, Physics of Life Reviews 24, 149-152 (2018)
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Open Community Challenge Reveals Molecular Network Modules with Key Roles in Diseases
S. Choobdar et al, Submitted (2018)
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Distance entropy cartography characterises centrality in complex networks
M. Stella, M. De Domenico, Entropy 20, 268 (2018)
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Multiplex model of mental lexicon reveals explosive learning in humans
M. Stella, Nicole M. Beckage, M. Brede, M. De Domenico, Scientific Reports 8, 2259 (2018)
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Competitive influence maximization and enhancement of synchronization in populations of non-identical Kuramoto oscillators
M. Brede, M. Stella, A.C. Kalloniatis, Scientific Reports 8, 702 (2018)
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Diffusion Geometry Unravels the Emergence of Functional Clusters in Collective Phenomena
M. De Domenico,  Phys. Rev. Lett. 118, 168301 (2017)
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Multiplex lexical networks reveal patterns in early word acquisition in children
M. Stella, N.M. Beckage, M. Brede, Scientific Reports 7, 46730 (2017)
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Towards a scientific blockchain framework for reproducible data analysis
C. Furlanello, M. De Domenico, G. Jurman, N. Bussola, Submitted (2017)
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Multilayer modeling and analysis of human brain networks
M. De Domenico, GigaScience 6, 1-8 (2017)
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Modeling Structure and Resilience of the Dark Network
M. De Domenico, A. Arenas, Phys. Rev. E 95, 022313 (2017)
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Dedicated page   Nature   New Scientist   APS Physics  ScienceDaily
Community interactions determine role of species in parasite spread amplification: the ecomultiplex network model
M. Stella, S. Selakovic, A. Antonioni and C.S. Andreazzi, Submitted (2017)
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The multiplex network of human diseases
A. Halu*, M. De Domenico*, A. Arenas, A. Sharma, bioRxiv:100370 (2017)
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The physics of spreading processes in multilayer networks
M. De Domenico, C. Granell, M.A. Porter, A. Arenas,  Nature Physics 12, 901  (2016)
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Spectral entropies as information-theoretic tools for complex network comparison
M. De Domenico, J. Biamonte, Phys. Rev. X 6, 041062 (2016)
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Multiplex social ecological network analysis reveals how social changes affect community robustness more than resource depletion
J.A. Baggio, S.B. BurnSilver, A. Arenas, J.S. Magdanzd, G.P. Kofinasd, M. De Domenico, PNAS 113, 13708 (2016)
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Parasite spreading in spatial ecological multiplex networks
M. Stella, C.S. Andreazzi, S. Selakovic, A. Goudarzi, A. Antonioni, Journal of Complex Networks 5, 486-511 (2016)
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Researcher incentives: EU cash goes to the sticky and attractive
M. De Domenico, A. Arenas,  Nature 531, 580  (2016)
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Full text
Assessing reliable human mobility patterns from higher-order memory in mobile communications
J. T. Matamalas*, M. De Domenico*, A. Arenas, J. Roy. Soc. Inter. 13, 20160203 (2016)
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Dedicated page
Mapping multiplex hubs in human functional brain network
M. De Domenico, S. Sasai, A. Arenas, Frontiers in Neuroscience 10, 326 (2016)
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Quantifying the Diaspora of Knowledge in the Last Century
M. De Domenico, E. Omodei, A. Arenas, Applied Network Science 1, 15 (2016)
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Dedicated page
Evaluating the impact of interdisciplinary research: a multilayer network approach
E. Omodei, M. De Domenico, A. Arenas, To Appear in Network Science (2016)
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Nonlinear Dynamics on Interconnected Networks
A. Arenas, M. De Domenico, Physica D 323-324, 1 (2016)
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Random walk centrality in interconnected multilayer networks
A. Sole-Ribalta, M. De Domenico, S. Gomez, A. Arenas, Physica D 323-324, 73 (2016)
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Layer-layer competition in multiplex complex networks
J. Gomez-Gardenes, M. De Domenico, G. Gutierrez, A. Arenas, S. Gomez, Philosophical Transactions of the Royal Society A 373, 20150117 (2015)
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Patterns in the English language: phonological networks, percolation and assembly models
M. Stella and M. Brede, J.Stat. 5, P05006 (2015)
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Structural reducibility of multilayer networks
M. De Domenico, V. Nicosia, A. Arenas, V. Latora, Nature Communications 6, 6864 (2015)
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  ScienceDaily
Ranking in interconnected multilayer networks reveals versatile nodes
M. De Domenico, A. Sole-Ribalta, E. Omodei, S. Gomez, A. Arenas, Nature Communications 6, 6868 (2015)
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  The pre-print on the arXiv only partially corresponds to the accepted version of the paper.
Identifying modular flows on multilayer networks reveals highly overlapping organization in interconnected systems
M. De Domenico, A. Lancichinetti, A. Arenas, M. Rosvall, Physical Review X 5, 011027 (2015)
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  Science
Characterizing interactions in online social networks during exceptional events
E. Omodei, M. De Domenico, A. Arenas,  Frontiers in Physics 3, 59  (2015)
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Disease Containment Strategies based on Mobility and Information Dissemination
A. Lima, M. De Domenico, V. Pejovic, M. Musolesi,  Scientific Reports 5, 10650 (2015)
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Dedicated page
Structure of triadic relations in multiplex networks
E. Cozzo, M. Kivela, M. De Domenico, A. Sole-Ribalta, A. Arenas, S. Gomez, M. Porter and Y. Moreno, New Journal of Physics 17, 073029 (2015)
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Personalized Routing for Multitudes in Smart Cities
M. De Domenico, A. Lima, M. Gonzalez, A. Arenas, EPJ Data Science 4, 1 (2015)
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Dedicated page
A k-deformed model of growing complex networks with fitness
M. Stella and M. Brede,  Phys. A 407, 360-368 (2014)
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Centrality Rankings in Multiplex Networks
A. Sole-Ribalta, M. De Domenico, S. Gomez, A. Arenas, Proceedings of the 2014 ACM conference on Web science, 149-155 (2014)
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Navigability of interconnected networks under random failures
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014)
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Note: the supplementary material is also available in the arXiv
Random Walks on Multiplex Networks
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014)
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Note: this is the supplementary material of Navigability of interconnected networks under random failures, published on PNAS
MuxViz: a tool for multilayer analysis and visualization of networks
M. De Domenico, Mason A. Porter, A. Arenas, Journal of Complex Networks 3, 159 (2015)
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Emergence of assortative mixing between clusters of cultured neurons
S. Teller, C. Granell, M. De Domenico, J. Soriano, S. Gomez, A. Arenas, PLOS Comput. Biol. 10(9), e1003796 (2014)
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Mathematical Formulation of Multi-Layer Networks
M. De Domenico, A. Sole-Ribalta, E. Cozzo, M. Kivela, Y. Moreno, M. A. Porter, S. Gomez, A. Arenas, Phys. Rev. X 3, 041022 (2013)
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The Anatomy of a Scientific Rumor
M. De Domenico, A. Lima, P. Mougel, M. Musolesi, Scientific Reports 3, 2980 (2013)
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Dedicated page   New Scientist   Wired  
Spectral properties of the Laplacian of multiplex networks
A. Sole-Ribalta, M. De Domenico, N. E. Kouvaris, A. Diaz-Guilera, S. Gomez, A. Arenas, Phys. Rev. E 88, 032807 (2013)
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Exploiting Cellular Data for Disease Containment and Information Campaigns Strategies in Country-Wide Epidemics
A. Lima, M. De Domenico, V. Pejovic, M. Musolesi, Third International Conference on the Analysis of Mobile Phone Datasets (NETMOB'13). Boston, USA. May (2013)
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Characteristic exponents of complex networks
V. Nicosia, M. De Domenico, V. Latora, EuroPhys. Lett. 106, 58005 (2013)
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  arXiv pre-print available
Interdependence and Predictability of Human Mobility and Social Interactions
M. De Domenico, A. Lima, M. Musolesi, J. Perv. Mob. Comp. 9, 798-807  (2013)
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Note: Extended version of Nokia Mobility Data Challenge paper
Interdependence and Predictability of Human Mobility and Social Interactions
M. De Domenico, A. Lima, M. Musolesi, Proceedings of the Nokia Mobile Data Challenge Workshop. Colocated with Pervasive 2012. Newcastle, United Kingdom (June 2012)
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Winner of the Nokia Mobile Data Challenge
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Chaos and Reproduction in Sea Level
M. De Domenico, M. A. Ghorbani, O. Makarynskyy, D. Makarynska, H. Asadi, Appl. Math. Model. 37, 3687-3697 (2013)
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Scaling and Universality in River Flow Dynamics
M. De Domenico, V. Latora, EuroPhys.Lett. 94, 58002 (2011)
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Fast detection of nonlinearity and nonstationarity in short and noisy time series
M. De Domenico, V. Latora, EuroPhys.Lett. 91, 30005 (2010)
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Chaos and scaling in daily river flow
M. De Domenico, M. Ali Ghorbani, Submitted (2011)
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