Project results

Publications

The information on this website are distributed only for academic and research purposes.


ArXiv papers

Journal papers

 

Journal papers.

2015

  1. Layer-layer competition in multiplex complex networks
    J. Gomez-Gardenes, M. De Domenico, G. gutierrez, A. Arenas and S. Gomez – Philosophical Transactions of the Royal Society A in press (2015) PDF version.
  2. Ranking nodes in interconnected multilayer networks reveals their versatility
    M. De Domenico, A. Sole-Ribalta, E. Omodei, S. Gomez and A. Arenas – Nature Communications 6, 6868 (2015) PDF version.
  3. Information transfer in community structured multiplex networks
    A. Sole-Ribalta, C. Granell, S. Gómez and A. Arenas – Frontiers in Physics 3, 61 (2015) FPHY version.
  4. Characterizing interactions in online social networks during exceptional events
    E. Omodei, M. De Domenico and A. Arenas – Frontiers in Physics 3, 59 (2015) FPHY version.
  5. A benchmark model to assess community structure in evolving networks
    C. Granell, R. K. Darst, A. Arenas, S. Fortunato and S. Gómez- Physical Review E 012805 (2015) PDF version.
  6. Personalized Routing for Multitudes in Smart Cities
    M. De Domenico, A. Lima, M. Gonzalez and A. Arenas – EJP Data Science 4,1 (2015) PDF version.
  7. Extraction of Force-Chain Network Architecture in Granular Materials Using Community Detection.
    D.S. Bassett, E.T. Owens, M.A. Porter, M.L. Manning, K.E. Daniels – Soft Matter, Vol. 11, No. 14: 2731-2744 (2015) PDF version.
  8. Topological data analysis of contagion maps for examining spreading processes on networks
    D. Taylor, F. Klimm, H.A. Harrington, M. Kramar, K. Mischaikow, M.A. Porter, P.J. Mucha – Nature Communications doi:10.1038/ncomms8723 (2015) NC version.
  9. Structure of Triadic Relations in Multiplex Networks.
    E. Cozzo, M. Kivelä, M. De Domenico, A. Solé, A. Arenas, S. Gómez, M. A. Porter, Y. Moreno- New Journal of Physics, Vol. 17, No. 7: 073029, (2015) NJP version.
  10. Think Locally, Act Locally: The Detection of Small, Medium-Sized, and Large Communities in Large Networks.
    L.G.S. Jeub, P. Balachandran, M.A. Porter, P.J. Mucha and M.W. Mahoney – Physical Review E, Vol. 91, No. 1: 012821 (2015) PRE version.
  11. Structural reducibility of multilayer networks
    Manlio De Domenico, Vincenzo Nicosia, Alexandre Arenas and Vito Latora – Nature Communications 6, Article number: 6864 doi:10.1038/ncomms7864 (2015) NC version.
  12. Ranking in interconnected multilayer networks reveals versatile nodes
    Manlio De Domenico, Albert Solé-Ribalta, Elisa Omodei, Sergio Gómez and Alex Arenas – Nature Communications 6, Article number: 6868 doi:10.1038/ncomms7868 (2015) NC version.
  13. Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems.
    Manlio De Domenico, Andrea Lancichinetti, Alex Arenas, and Martin Rosvall – Phys. Rev. X 5, 011027 (2015) PRX version.

    Featured on Science 348, 88 (2015)
  14. The multilayer temporal network of public transport in Great Britain.
    R. Gallotti, M. Barthelemy – Scientific Data, 2: 140056 (2015) SD version.

2014

  1. Atapuerca: evolution of scientific collaboration in an emergent large-scale research infrastructure
    S. Lozano, X-P. Rodriguez and A. Arenas – Scientometrics, 98, 1505 (2014) PDF version.
  2. Competing spreading processes on multiplex networks: Awareness and epidemics
    C. Granell, S. Gomez and A. Arenas – Physical Review E 90, 012808 (2014) PDF version.
  3. Centrality rankings in multiplex networks
    Albert Sole-Ribalta, Manlio De Domenico, Sergio Gomez and Alex Arenas – Proceedings of the 2014 ACM conference on Web Science 149-155 (2014) PDF version.
  4. Weak percolation on multiplex networks.
    G. J. Baxter, S. N. Dorogovtsev, J. F. F. Mendes, D. Cellai – Phys. Rev. E, 89-042801 (2014) PRE version.
  5. Anatomy and efficiency of urban multimodal mobility.
    R. Gallotti, M. Barthelemy – Scientific Reports, 4: 6911 (2014) SR version.
  6. k-Core percolation on multiplex networks.
    N. Azimi-Tafreshi, J. Gomez-Gardenes, S. N. Dorogovtsev – Phys. Rev. E 90, 032816 (2014) PRE version.
  7. Competition-induced criticality in a model of meme popularity
    J.P. Gleeson, J.A. Ward, K.P. O’Sullivan, W.T. Lee – Phys. Rev. Lett. 112, 048701 (2014) PRL version.
  8. Analytical approach to the dynamics of facilitated spin models on random networks
    P.G. Fennell, J.P. Gleeson, D. Cellai – Phys. Rev. E in press, arXiv:1405.0195 (2014) ArXiv version.
  9. Density-Based and Transport-Based Core-Periphery Structures in Networks
    S.H. Lee, M. Cucuringu, M.A. Porter – PRE, Vol. 89, No. 3: 032810 (2014) PDF version.
  10. Dynamics on Modular Networks with Heterogeneous Correlations
    S. Melnik, M.A. Porter, P.J. Mucha and J.P. Gleeson – CHAOS, Vol. 24, No. 2: 023106 (2014) PDF version.
  11. A Simple Generative Model of Collective Online Behaviour
    J.P. Gleeson, D. Cellai, J.P. Onnela, M.A. Porter, F. Reed-Tsochas – PNAS, Vol. 111, No. 29: 10411-10415 (2014) PDF version.
  12. Cross-Linked Structure of Network Evolution
    D.S. Bassett, N.F. Wymbs, M.A. Porter, P.J. Mucha, S.T. Grafton – CHAOS, Vol. 24, No. 1: 013112 (2014) PDF version.
  13. MuxViz: A Tool for Multilayer Analysis and Visualization of Networks
    M. De Domenico, M.A. Porter, A. Arenas- JOURNAL OF COMPLEX NETWORKS in press, arXiv:1405.0843 (2014) ArXiv version.
  14. Dynamics of interacting diseases
    J. Sanz, C.-Y. Xia, S. Meloni and Y. Moreno – PRX in press (2014)
  15. Multilayer Networks
    M. Kivelä, A. Arenas, M. Barthelemy, J.P. Gleeson, Y. Moreno and M.A. Porter – JOURNAL OF COMPLEX NETWORKS Vol. 2, No. 3: 203-271 (2014) PDF version.
  16. Navigability of interconnected networks under random failures
    Manlio De Domenico, Albert Solé-Ribalta, Sergio Gómez, and Alex Arenas – PNAS doi: 10.1073/pnas.1318469111 (2014) PNAS version.
    Note: the paper “Random Walks on Multiplex Networks” (arXiv version.) is included as part of the Supplementary Information.
  17. Dimensionality reduction and spectral properties of multilayer networks
    Rubén J. Sánchez-García, Emanuele Cozzo, and Yamir Moreno – PRE 89, 052815 (2014) PRE version.
  18. Characteristic exponents of complex networks
    Vincenzo Nicosia, Manlio De Domenico and Vito Latora – EPL 106 58005 doi:10.1209/0295-5075/106/58005 (2014) EPL version.

2013

  1. Modeling self-sustained activity cascades in socio-technical networks
    P. Piedrahita, J. Borge-Holthoefer, Y. Moreno and A. Arenas – Europhysics Letters, 104, 48004 (2013) EPL version.
  2. A Method Based on Total Variation For Network Modularity Optimization Using the MBO Scheme
    Huiyi Hu, Thomas Laurent, Mason A. Porter, Andrea L. Bertozzi – SIAM Journal on Applied Mathematics Vol. 73, No. 6:2224-2246. (2013) PDF version.
  3. Mathematical Formulation of Multi-Layer Networks
    M. De Domenico, A. Solé-Ribalta, E. Cozzo, M. Kivela, Y. Moreno, M.A. Porter, S. Gómez, A. Arenas – Phys. Rev. X 3, 041022 (2013) PRX version. PDF version.
  4. Percolation in Multiplex Networks with Overlap
    Davide Cellai, Eduardo Lopez, Jie Zhou, James P. Gleeson, and Ginestra Bianconi – Phys. Rev. E 88, 052811 (2013) PRE version. PDF version.
  5. Diffusion dynamics with changing network composition
    R. A. Baños, J. Borge-Holthoefer, N. Wang, Y. Moreno, and S. González-Bailón – Entropy 15, 4553-4568 (2013) PDF version.
  6. Contact-based social contagion in multiplex networks
    E. Cozzo, R. A. Baños, S. Meloni and Y. Moreno – Phys. Rev. E 88, 050801 (2013) PRE version. PDF version.
  7. Abrupt transition in the structural formation of interconnected networks
    F. Radicchi and A. Arenas – Nature Physics, doi:10.1038/nphys2761 (2013) PDF version.
  8. Spectral properties of the Laplacian of multiplex networks
    A. Sole-Ribalta, M. De Domenico, N. E. Kouvaris, A. Diaz-Guilera, S. Gomez and A. Arenas – Physical Review E, 86, 032807 (2013) PDF version.
  9. Dynamical interplay between awareness and epidemic spreading in multiplex networks
    Clara Granell, Sergio Gómez and Alex Arenas – Physical Review Letters 111, 128701 (2013) PRL version. PDF version.
  10. Task-Based Core-Periphery Organization of Human Brain Dynamics.
    D.S. Bassett, Nicholas F. Wymbs, M. Puck Rombach, Mason A. Porter, Peter J. Mucha, Scott T. Grafton – PLoS Comput Biol 9(9): e1003171. doi:10.1371/journal.pcbi.1003171 (2013) Website.
  11. Interdependent networks: the fragility of control.
    R. Morris, M. Barthelemy – Scientific Reports 3, 2764 doi:10.1038/srep02764 (2013) PDF version.
  12. Growing multiplex networks.
    V. Nicosia, G. Bianconi, V. Latora, M. Barthelemy – Phys. Rev. Lett. 111, 058701 (2013) PDF version.
  13. Teach Network Science to Teenagers
    H.A. Harrington, M. Beguerisse Díaz, M.P. Rombach, L.M. Keating, Mason A. Porter – Network Science (2013) PDF version.
  14. Robust Detection of Dynamic Community Structure in Networks
    D.S. Bassett, M.A. Porter, N.F. Wymbs, S.T. Grafton, J.M. Carlson, P.J. Mucha – Chaos, Vol. 23, No. 1: 013142 (2013) PDF version.
  15. Dynamic Network Centrality Summarizes Learning in the Human Brain
    A.V. Mantzaris, D.S. Bassett, N.F. Wymbs, E. Estrada, M.A. Porter, P.J. Mucha, S.T. Grafton, D.J. Higham – Journal of Complex Networks, Vol. 1, No. 1: 83-92 (2013) PDF version.
  16. Decentralized Routing on Spatial Networks with Stochastic Edge Weights
    T. Hoffmann, R. Lambiotte, M.A. Porter – Physical Review E, Vol. 88, No. 2: 022815 (2013) PDF version.
  17. The role of hidden influentials in the diffusion of online information cascades
    R. A Baños, J. Borge-Holthoefer and Y. Moreno – EPJ Data Science 2:6 (2013) PDF version.
  18. Cascading Behavior in Complex Socio-technical Networks
    J. Borge-Holthoefer, R. A. Baños, S. González-Bailón and Y. Moreno – Journal of Complex Networks 1, 3-24 (2013) PDF version.
  19. Binary-State Dynamics on Complex Networks: Pair Approximation and Beyond
    James P. Gleeson – Physical Review X , 3, 021004 (2013) PDF version.
  20. Multi-stage complex contagions
    Sergey Melnik, Jonathan A. Ward, James P. Gleeson, and Mason A. Porter – Chaos, 23, 013124 (2013) PDF version.
  21. Critical phenomena in heterogeneous k-core percolation
    Davide Cellai, Aonghus Lawlor, Kenneth A. Dawson, and James P. Gleeson – Physical Review E, 87, 022134 (2013) PDF version.
  22. On Watts’ cascade model with random link weights
    T.R. Hurd, and James P. Gleeson – Journal of Complex Networks, 1, 25-43 (2013) PDF version.
  23. Diffusion Dynamics on Multiplex Network
    S. Gómez, A. Díaz-Guilera, J. Gómez-Gardeñes, C. J. Pérez-Vicente, Y. Moreno, and A. Arenas – Physical Review Letters 110, 028701 (2013) PDF version.

2012

  1. Transport on Coupled Spatial Networks
    R.G. Morris and M. Barthelemy – Phys. Rev. Lett. 109, 128703 (2012) Phys. Rev. Lett. version. PDF version.


ArXiv papers

Journal papers


ArXiv papers.

2015

  1. Submitted: Multiplex networks with heterogeneous activities of the nodes
    D. Cellai, G. Bianconi – ArXiv: 1505.01220 arXiv version.
  2. Submitted: Isomorphisms in Multilayer Networks
    M. Kivelä, M. A. Porter – ArXiv: 1506.00508 arXiv version.
  3. Submitted: Information Measures and Cognitive Limits in Multilayer Navigation
    R. Gallotti, M. A. Porter, M. Barthelemy – ArXiv: 1506.01978 arXiv version.
  4. Submitted: Community Detection in Temporal Multilayer Networks, and its Application to Correlation Networks
    M.Bazzi, M. A. Porter, S. Williams, M.McDonald, D. J. Fenn, S. D. Howison – ArXiv: 1501.00040 arXiv version.

2014

  1. Submitted: Estimating Inter-event Time Distributions from Finite Observation Periods in Communication Networks
    M. Kivelä, M. A. Porter – ArXiv: 1412.8388 arXiv version.
  2. Submitted: Illiquidity and insolvency: a double cascade model of financial crises.
    T.R. Hurd, D. Cellai, H. Cheng, S. Melnik, Q. Shao – ArXiv: 1310.6873 arXiv version.
  3. Submitted: Network cloning unfolds the effect of clustering on dynamical processes.
    A. Faqeeh, S. Melnik, J.P. Gleeson – ArXiv:1408.1294 arXiv version.
  4. Submitted: Several Multiplexes in the same City: The role of wealth differences in urban mobility. L. Lotero, A. Cardillo, R. Hurtado, J. Gómez-Gardeñes
    ArXiv:1408.2484 arXiv version.
  5. Submitted: Intra-layer synchronization in multiplex networks. L.V. Gambuzza, M. Frasca, J. Gomez-Gardeñes,
    ArXiv:1407.3283 arXiv version.
  6. Submitted: Null Models for Community Detection in Spatially-Embedded, Temporal Networks.
    M. Sarzynska, E.A. Leicht, G. Chowell, M.A. Porter – submitted to Physical Review E, ArXiv:1407.6297 arXiv version.
  7. Submitted: Dynamical Systems on Networks: A Tutorial.
    M.A. Porter and J.P. Gleeson – submitted to Frontiers in Applied Dynamical Systems, ArXiv1403.7663 arXiv version.