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From the origin of life to pandemics: emergent phenomena in complex systems
O. Artime, M. De Domenico, Philos. Trans. A 380, 20200410 (2022) Abstract » Read » BibTeX |
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Non-Markovian random walks characterize network robustness to nonlocal cascades
A. Valente, M. De Domenico, O. Artime, Phys. Rev. E 105, 044126 (2022) Abstract » Read » BibTeX |
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COVID-19 Lockdown Unravels the Complex Interplay between Environmental Conditions and Human Activity
S. Raimondo, B. Benigni, M. De Domenico, Complexity 2022, 5677568 (2022) Abstract » Read » BibTeX |
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The resilience of the multirelational structure of geopolitical treaties is critically linked to past colonial world order and offshore fiscal havens
P. Sacco, A. Arenas, M. De Domenico, (2022) Abstract » Read » |
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The political economy of big data leaks: Uncovering the skeleton of tax evasion
P. Sacco, A. Arenas, M. De Domenico, (2022) Abstract » Read » |
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Dismantling the information flow in complex interconnected systems
A. Ghavasieh, G. Bertagnolli, M. De Domenico, (2022) Abstract » Read » |
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mGNN: Generalizing the Graph Neural Networks to the Multilayer Case
M. Grassia, M. De Domenico, G. Mangioni, (2022) Abstract » Read » |
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Individual risk perception and empirical social structures shape the dynamics of infectious disease outbreaks
V. d'Andrea, N. Castaldo, R. Gallotti, M. De Domenico, PLOS Comput. Biol. 18, e1009760 (2022) Abstract » Read » BibTeX |
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Statistical physics of network structure and information dynamics
A. Ghavasieh, M. De Domenico, J. of Physics: Complexity 3, 011001 (2022) Abstract » Read » BibTeX |
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Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
V. d'Andrea, O. Artime, N. Castaldo, P. Sacco, R. Gallotti, M. De Domenico, Phys. Rev. Research 4, 013158 (2022) Abstract » Read » BibTeX |
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Proactive vs. reactive country responses to the COVID19 pandemic shock
P. Sacco, F. Valle, M. De Domenico, (2021) Abstract » Read » BibTeX |
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The voice of few, the opinions of many: evidence of social biases in Twitter COVID-19 fake news sharing
P. Castioni, G. Andrighetto, R. Gallotti, E. Polizzi, M. De Domenico, (2021) Abstract » Read » |
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Understanding climate and turbulence: the mark of Giorgio Parisi
M. De Domenico, A. Vulpiani, Nature Italy (2021) Abstract » Read » BibTeX |
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Multiscale Information Propagation in Emergent Functional Networks
A. Ghavasieh, M. De Domenico, Entropy 23, 1369 (2021) Abstract » Read » BibTeX |
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Complex Urban Systems: Challenges and Integrated Solutions for the Sustainability and Resilience of Cities
R. Gallotti, P. Sacco, M. De Domenico, Complexity, 1782354 (2021) Abstract » Read » BibTeX |
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Machine learning dismantling and early-warning signals of disintegration in complex systems
M. Grassia, M. De Domenico, G. Mangioni, Nature Communications 12, 5190 (2021) Abstract » Read » BibTeX |
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A Public Health Research Agenda for Managing Infodemics: Methods and Results of the First WHO Infodemiology Conference
N. Calleja et al, JMIR Infodemiology 1, e30979 (2021) Abstract » Read » BibTeX |
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Emergence of knowledge communities and information centralization during the COVID-19 pandemic
P. Sacco, R. Gallotti, F. Pilati, N. Castaldo, M. De Domenico, Social Science & Medicine 285, 114215 (2021) Abstract » Read » BibTeX |
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Potential-driven random walks on interconnected systems
B. Benigni, R. Gallotti, M. De Domenico, Phys. Rev. E 104, 024120 (2021) Abstract » Read » BibTeX |
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Public health challenges and opportunities after COVID-19
P. Sacco, M. De Domenico, Bulletin of the World Health Organization 99, 529-535 (2021) Abstract » Read » BibTeX |
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Studying the COVID-19 infodemic at scale
A. Gruzd, M. De Domenico, P. Sacco, S. Briand, Big Data & Society 8, 205395172110211 (2021) Abstract » Read » BibTeX | Part of the Special Issue devoted to infodemic research |
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Z. Kolahchi, M. De Domenico, L.Q. Uddin, V. Cauda, I. Grossmann, L. Lacasa, G. Grancini, M. Mahmoudi, N. Rezaei, Springer (2021) Abstract » Read » BibTeX |
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Persistence of information flow: a multiscale characterization of human brain
B. Benigni, A. Ghavasieh, A. Corso, V. d'Andrea, M. De Domenico, Network Neuroscience 5, 831 (2021) Abstract » Read » BibTeX |
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How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs
A. Eriksson, D. Edler, A. Rojas, M. De Domenico, M. Rosvall, Communications Physics 4, 133 (2021) Abstract » Read » BibTeX |
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Critical behavior in interdependent spatial spreading processes with distinct characteristic time scales
P. Castioni, R. Gallotti, M. De Domenico, Communications Physics 4, 131 (2021) Abstract » Read » BibTeX |
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Unraveling the effects of multiscale network entanglement on empirical systems
A. Ghavasieh, M. Stella, J. Biamonte, M. De Domenico, Communications Physics 4, 129 (2021) Abstract » Read » BibTeX |
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Quantifying efficient information exchange in real network flows
G. Bertagnolli, R. Gallotti, M. De Domenico, Communications Physics 4, 125 (2021) Abstract » Read » BibTeX |
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Interlayer connectivity reconstruction for multilayer brain networks using phase oscillator models
P. Tewarie et al, New Journal of Physics 23, 063065 (2021) Abstract » Read » BibTeX |
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Percolation on feature-enriched interconnected systems
O. Artime, M. De Domenico, Nature Communications 12, 2478 (2021) Abstract » Read » BibTeX |
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Multiscale statistical physics of the pan-viral interactome unravels the systemic nature of SARS-CoV-2 infections
A. Ghavasieh, S. Bontorin, O. Artime, N. Verstraete, M. De Domenico, Communications Physics 4, 83 (2021) Abstract » Read » BibTeX |
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Diffusion Geometry of Multiplex and Interdependent Systems
G. Bertagnolli, M. De Domenico, Phys. Rev. E 103, 042301 (2021) Abstract » Read » BibTeX |
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Network Geometry
M. Boguna, I. Bonamassa, M. De Domenico, S. Havlin, D. Krioukov, M.A. Serrano, Nature Reviews Physics 3, 114 (2021) Abstract » Read » BibTeX |
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Bots are less central than verified accounts during contentious political events
S. Gonzalez-Bailon, M. De Domenico, PNAS 118, e2013443118 (2021) Abstract » Read » BibTeX |
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The CLAIRE COVID-19 initiative: approach, experiences and recommendations
G. Bontempi et al, Ethics and Information Technology (2021) Abstract » Read » BibTeX |
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Measuring topological descriptors of complex networks under uncertainty
S. Raimondo, M. De Domenico, Phys. Rev. E 103, 022311 (2021) Abstract » Read » BibTeX |
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Unraveling the hidden organisation of urban systems and their mobility flows
R. Gallotti, G. Bertagnolli, M. De Domenico, EPJ Data Science 10, 3 (2021) Abstract » Read » BibTeX | Dedicated page |
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Multilayer connector hub mapping reveals key brain regions supporting expressive language
B. Williamson, M. De Domenico, D. Kadis, Brain Connectivity 11, 45 (2020) Abstract » Read » BibTeX |
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Heterogeneity in social and epidemiological factors determines the risk of measles outbreaks
P. Bosetti, P. Poletti, M. Stella, B. Lepri, S. Merler, M. De Domenico, PNAS 117, 30118-30125 (2020) Abstract » Read » BibTeX |
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CovMulNet19, Integrating Proteins, Diseases, Drugs, and Symptoms: A Network Medicine Approach to COVID-19
N. Verstraete, G. Jurman, G. Bertagnolli, A. Ghavasieh, V. Pancaldi, M. De Domenico, Network and Systems Medicine 3, 130 (2020) Abstract » Read » BibTeX | Online interactive platform |
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Assessing the risks of "infodemics" in response to COVID-19 epidemics
R. Gallotti, F. Valle, N. Castaldo, P. Sacco, M. De Domenico, Nature Human Behavior 4, 1285-1293 (2020) Abstract » Read » BibTeX |
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Abrupt transition due to non-local cascade propagation in multiplex systems
O. Artime, M. De Domenico, New Journal of Physics 22, 093035 (2020) Abstract » Read » BibTeX |
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Statistical physics of complex information dynamics
A. Ghavasieh, C. Nicolini, M. De Domenico, Phys. Rev. E 102, 052304 (2020) Abstract » Read » BibTeX |
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Effectiveness of dismantling strategies on moderated vs. unmoderated online social platforms
O. Artime, V. d'Andrea, R. Gallotti, P. Sacco, M. De Domenico, Scientific Reports 10, 14392 (2020) Abstract » Read » BibTeX |
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PRINCIPIA: a Decentralized Peer-Review Ecosystem
A. Mambrini, A. Baronchelli, M. Starnini, D. Marinazzo, M. De Domenico, (2020) Abstract » Read » |
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Volume and Patterns of Toxicity in Social Media Conversations during the Covid-19 Pandemic
S. Majó-Vázquez, R. K. Nielsen, J. Verdú, N. Rao, M. De Domenico, O. Papaspiliopoulos, RISJ FactSheet (2020) Abstract » Read » |
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Compressing Phase Space Detects State Changes in Nonlinear Dynamical Systems
V. D'Andrea, M. De Domenico, Complexity 2020, 8650742 (2020) Abstract » Read » BibTeX |
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Framework for Managing the COVID-19 Infodemic: Methods and Results of an Online, Crowdsourced WHO Technical Consultation
V. Tangcharoensathien et al, J. Med. Internet Research 22, e19659 (2020) Abstract » Read » BibTeX |
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Unraveling the Origin of Social Bursts in Collective Attention
M. De Domenico, E. Altmann, Scientific Reports 10, 4629 (2020) Abstract » Read » BibTeX |
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Enhancing transport properties in interconnected systems without altering their structure
A. Ghavasieh, M. De Domenico, Phys. Rev. Research 2, 013155 (2020) Abstract » Read » BibTeX |
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Effects of homophily and academic reputation in the nomination and selection of Nobel laureates
R. Gallotti, M. De Domenico, Scientific Reports 9, 17304 (2019) Abstract » Read » BibTeX |
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Assessment of network module identification across complex diseases
S. Choobdar et al, Nature Methods 16, 843 (2019) Abstract » Read » BibTeX |
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The multiplex network of human diseases
A. Halu*, M. De Domenico*, A. Arenas, A. Sharma, NPJ Systems Biology and Applications 5, 15 (2019) Abstract » Read » BibTeX |
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Network depth: identifying median and contours in complex networks
G. Bertagnolli, C. Agostinelli, M. De Domenico, Journal of Complex Networks, cnz041 (2019) Abstract » Read » BibTeX |
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Complex Networks: from Classical to Quantum
J. Biamonte, M. Faccin, M. De Domenico, Communications Physics 2, 53 (2019) Abstract » Read » BibTeX |
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V Mediterranean School of Complex Networks
M. De Domenico, A. Arenas, Journal of Complex Networks, cny035 (2019) Abstract » Read » BibTeX |
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The fragility of decentralised trustless socio-technical systems
M. De Domenico, A. Baronchelli, EPJ Data Science 8, 2 (2019) Abstract » Read » BibTeX |
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Influence of augmented humans in online interactions during voting events
M. Stella, M. Cristoforetti, M. De Domenico, PLOS One 14, e0214210 (2019) Abstract » Read » BibTeX |
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Bots increase exposure to negative and inflammatory content in online social systems
M. Stella, E. Ferrara, M. De Domenico, PNAS 115, 12435 (2018) Abstract » Read » BibTeX |
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Multilayer network modeling of integrated biological systems
M. De Domenico, Physics of Life Reviews 24, 149-152 (2018) Abstract » Read » BibTeX |
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Multilayer flows in molecular networks identify biological modules in the human proteome
G. Mangioni, G. Jurman, M. De Domenico, IEEE Trans. on Network Science and Eng. 7, 411 (2018) Abstract » Read » BibTeX |
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Multilayer Networks
S. Gomez, M. De Domenico, E. Omodei, A. Sole, A. Arenas, Oxford University Press (2018) Abstract » Read » BibTeX |
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Distance entropy cartography characterises centrality in complex networks
M. Stella, M. De Domenico, Entropy 20, 268 (2018) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Diffusion Geometry Unravels the Emergence of Functional Clusters in Collective Phenomena
M. De Domenico, Phys. Rev. Lett. 118, 168301 (2017) Abstract » Read » BibTeX |
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Towards a scientific blockchain framework for reproducible data analysis
C. Furlanello, M. De Domenico, G. Jurman, N. Bussola, Submitted (2017) Abstract » Read » |
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Multilayer modeling and analysis of human brain networks
M. De Domenico, GigaScience 6, 1-8 (2017) Abstract » Read » BibTeX |
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Modeling Structure and Resilience of the Dark Network
M. De Domenico, A. Arenas, Phys. Rev. E 95, 022313 (2017) Abstract » Read » BibTeX |
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Evaluating the impact of interdisciplinary research: a multilayer network approach
E. Omodei, M. De Domenico, A. Arenas, Network Science 5, 235-46 (2017) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Researcher incentives: EU cash goes to the sticky and attractive
M. De Domenico, A. Arenas, Nature 531, 580 (2016) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Mapping multiplex hubs in human functional brain network
M. De Domenico, S. Sasai, A. Arenas, Frontiers in Neuroscience 10, 326 (2016) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Nonlinear Dynamics on Interconnected Networks
A. Arenas, M. De Domenico, Physica D 323-324, 1 (2016) Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Layer-layer competition in multiplex complex networks
J. Gomez-Gardenes, M. De Domenico, G. Gutierrez, A. Arenas, S. Gomez, Phil. Trans. of the Roy. Soc. A 373, 20150117 (2015) Abstract » Read » BibTeX |
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Structural reducibility of multilayer networks
M. De Domenico, V. Nicosia, A. Arenas, V. Latora, Nature Communications 6, 6864 (2015) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Identifying modular flows on multilayer networks reveals highly overlapping organization in interconnected systems
M. De Domenico, A. Lancichinetti, A. Arenas, M. Rosvall, Phys. Rev. X 5, 011027 (2015) Abstract » Read » BibTeX |
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Characterizing interactions in online social networks during exceptional events
E. Omodei, M. De Domenico, A. Arenas, Frontiers in Physics 3, 59 (2015) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Random Walks on Multiplex Networks
M. De Domenico, A. Sole-Ribalta, S. Gomez, A. Arenas, PNAS 11, 8351 (2014) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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The Anatomy of a Scientific Rumor
M. De Domenico, A. Lima, P. Mougel, M. Musolesi, Scientific Reports 3, 2980 (2013) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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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) Abstract » Read » |
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Characteristic exponents of complex networks
V. Nicosia, M. De Domenico, V. Latora, EuroPhys. Lett. 106, 58005 (2013) Abstract » Read » BibTeX |
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Interdependence and Predictability of Human Mobility and Social Interactions
M. De Domenico, A. Lima, M. Musolesi, J. Perv. Mob. Comp. 9, 798-807 (2013) Abstract » Read » BibTeX | Note: Extended version of Nokia Mobility Data Challenge paper |
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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) Abstract » Read » BibTeX |
Winner of the Nokia Mobile Data Challenge Read more |
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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) Abstract » Read » BibTeX |
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Scaling and Universality in River Flow Dynamics
M. De Domenico, V. Latora, EuroPhys.Lett. 94, 58002 (2011) Abstract » Read » BibTeX |
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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) Abstract » Read » BibTeX |
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Chaos and scaling in daily river flow
M. De Domenico, M. Ali Ghorbani, Submitted (2011) Abstract » Read » |
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Deterministic cyclostationarity of the rate of UHECRs
M. De Domenico et al, GAP2009-082 (2009) Abstract » Read » |
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Search for Stochastic or Chaotic Behaviour from Nonlinear Time Series Analysis of UHECR
M. De Domenico et al, GAP2009-007 (2009) Abstract » Read » |
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Nonlinearity and nonstationarity analysis of UHECR arrival times
M. De Domenico et al, GAP2008-172 (2008) Abstract » Read » |
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