In preparation

1. E. Massaro, D. Kondor, A. Vespignani and C. Ratti, Using big data of mobile phone data records to predict the spread of Dengue epidemics in Singapore

  1. E. Massaro, A. Ganin, N. Perra, I. Linkov and A. Vespignani, Resilience management during large-scale epidemic outbreaks
  2. U. Fugiglando, E. Massaro, P. Santi, S. Milardo, K. Abida, R. Stahlmann, F. Netter, C. Ratti, Driving Behavior Analysis through CAN Bus Data in an Uncontrolled Environment
  3. B. Behooroz, E. Massaro, I. Bojic,  S. Sobolevsky and C. Ratti, From shops to economy: predictive analysis of bank’s big data
Peer-reviewed publications

  1. M. Claudel, E. Massaro, F. E. Murray and C. Ratti,  An exploration of collaborative scientific production at MIT through spatial organization and institutional affiliation, PLoS ONE 12(6): e0179334, (2017) (in the news: MIT News, Insidehighered, EurakAlert)
  2. E. Massaro, C. Ahn, R. Stahlman, A. Lamprecht, M. Rhoeder, M. Huber, P. Santi, and C. Ratti, The car as an ambient sensing platform, Proceedings of the IEEE 105(1), pp 3-7, (2017)
  3. A. A. Ganin, E. Massaro, A. Gutfraind, N. Steen, J. M. Keisler, A. Kott, R. Mangoubi, and I. Linkov. Operational resilience: concepts, design and analysis, Scientific Reports 6, 19540 (2016)
  4. E. Massaro and F. Bagnoli, Epidemic spreading and risk perception in multiplex networks: a self-organized percolation method, Phys. Rev. E 90, 052817, (2014)
  5. G. Gronchi, A. Guazzini, F. Bagnoli and E. Massaro. Mapping cortical functions with a local community detection algorithm, Journal of Complex Networks doi: 10.1093/comnet/cnu035, (2014)
  6. E. Massaro, A. Guazzini, F. Bagnoli and H. Olsson, A cognitive-inspired algorithm for growing networks, Natural Computing, 13(3), pp 379-390 (2014)
  7. E. Massaro and F. Bagnoli. Hierarchical community structure in complex (social) networks, Acta Physica Polonica B, 379, 7(2). 379-393, (2014)
  8. G.Martelloni, E. Massaro and F.Bagnoli. A computational toy model for shallow landslides: Molecular Dynamics approach, Communications in Nonlinear Science and Numerical Simulation, 18(9): 2479-2492, (2013)
  9. E. Massaro, F. Bagnoli, A. Guazzini and P. Liò. Information dynamics algorithm for detecting communities in networks. Communications in Nonlinear Science and Numerical Simulation, 17(11): 4294 – 4303, (2012)
Conference Proceedings
  1. I. Bojic, E. Massaro, A. Belyi , S. Sobolevsky, C. Ratti. Choosing the right home location definition method for the given dataset, proceedings of The 7th International Conference on Social Informatics, to appear in Lecture Notes in Computer Science. (2015)
  2. S. Sobolevsky, E. Massaro, I. Bojic, J.M. Arias, C. Ratti. Predicting Regional Economic Indices Using Big Data Of Individual Bank Card Transactions, proceedings of ASE International Conference on Data Science AUGUST 18-20, 2015, STANFORD UNIVERSITY, STANFORD, CA, USA (2015)
  3. F. Bagnoli and E. Massaro, Risk Perception and Epidemic Spreading in Multiplex Networks, ISCS 2014: Interdisciplinary Symposium on Complex Systems Emergence, Complexity and Computation (14), 319-332. (2015)
  4. F. Bagnoli, D. Borkmann, A. Guazzini, E. Massaro and S. Rudolph, Modeling Epidemic Risk Perception in Networks with Community Structure, Bio-Inspired Models of Network, Information, and Computing Systems Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Volume 134, pp 283-295 (2014)
  5. G. Gronchi, A. Guazzini, F. Bagnoli and E. Massaro. Evaluating cerebral cortex connectivity with local information algorithm. International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pp. 454-461, (2013)
  6. E. Massaro, H. Olsson, A. Guazzini and F. Bagnoli. The impact of local information in growing networks, Electronic Proceedings in Theoretical Computer Science 130, pp. 53–60, (2013)
  7. E. Massaro, L. Valerio, A. Guazzini, A. Passarella and F. Bagnoli. Application of a cognitive-inspired algorithm for detecting communities in mobility networks, IEEE Third International Conference on Cloud and Green Computing (CGC), pp. 541 - 546, 10.1109/CGC.2013.91, (2013)
  8. D. Borkmann, A. Guazzini, E. Massaro and S. Rudolph. A cognitive-inspired model for self-organizing networks, IEEE Sixth International Conference on Self-Adaptive and Self-Organizing Systems Workshops (SASOW), pp. 220-234, (2012)
  9. F. Bagnoli, E. Massaro and A. Guazzini. Community-detection cellular automata with local and long-range connectivity, Lecture Notes in Computer Science, vol. 7495, pp. 204-213. Springer, Heidelberg (2012)
  10. E. Massaro, G. Martelloni and F. Bagnoli, Particle based method for shallow landslides: modeling sliding surface lubrication by rainfall, International Journal of Nonlinear Science, Chaotic Modeling and Simulation (CMSIM) 1: 147-158, 2011, ISSN 2241-0503 (2011)