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Results in Network Science

Social Media Analytics for Youth Unemployment

This project targets the problem of youth unemployment in Italy, whose rate touched 40% in 2014 according to the International Labour Organisation, aiming at improving the current understanding of factors driving active job search, as well as the institutional capabilities of acting on this problem by means of targeted campaigns.

On information propagation, topics, and communities in social networks

Friday, June 19, 2015

Francesco Bonchi Yahoo Labs Barcelona, Spain

Social Network Clustering and Ebola Virus Transmission

Friday, May 15, 2015

Dr. Samuel V. Scarpino Santa Fe Institute

Complex dynamics of interacting diseases on clustered networks

Thursday, May 14, 2015

Laurent Hébert-Dufresne Santa Fe Institute

Finding dense subgraphs and interesting events in social networks

Friday, December 11, 2015

Prof. Mauro Sozio Institut Mines-Télécom, Télécom Paristech, Computer Science Department (INFRES).

Thematic School on Structure and Dynamics of Complex Networks

Monday, April 7, 2014

The school will introduce the concepts and tools of graph theory, statistical physics, statistical analysis,modeling, and visualization used in the field of complex networks. The lectures will start from the introduction of concepts of graph theory and of how to statistically characterize and model the structure of large-scale networks.

Statistical significance of communities in networks

A. Lancichinetti, F. Radicchi, J. J. Ramasco

Phys. Rev. E 81 (2010)

Complex Systems, Contact Networks, Network Science

Characterizing the community structure of complex networks

A. Lancichinetti, M. Kivela, J. Saramaki, S. Fortunato

PLoS One e11976 (2010)

Complex Systems, Network Science, Structure Detection

Gender homophily from spatial behavior in a primary school: A sociometric study

J. Stehlé, F. Charbonnier, T. Picard, C. Cattuto, A. Barrat

Social Networks 35,4 (2013)

Complex Systems, Network Science

Quality functions in community detection

S. Fortunato

Proc. SPIE 6601, Noise and Stochastics in Complex Systems and Finance 660108 (2009)

Collaboration Networks, Complex Systems, Contact Networks, Network Science

Emergence of influential spreaders in modified rumor models

J. Borge-Holthoefer, S. Meloni, B. Gonçalves, Y. Moreno

Journal of Statistical Physics 151 (2013)

Complex Systems, Information Dynamics, Network Science, Social Dynamics

Data reliability in complex directed networks

J. Sanz, E. Cozzo, Y. Moreno

Journal of Statistical Mechanics: Theory and Experiment P12008 (2013)

Complex Systems, Computational Systems Biology, Network Science, Statistical Physics and Computational Systems Biology

Walking and searching in time-varying networks

N. Perra, A. Baronchelli, D. Moncanu, B. Gonçalves, R. Pastor-Satorras, A. Vespignani

American Physical Society 58 (2013)

Complex Systems, Network Science

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani

Lecture Notes in Computer Science 9286 (2015)

Complex Systems, Infectious diseases, Network Science

Individual privacy in social influence networks

S. Hajian, T. Tassa, F. Bonchi

Social Network Analysis and Mining 6:2 (2016)

Complex Systems, Network Science

Random walks on temporal networks

M. Starnini, A. Baronchelli, A. Barrat, R. Pastor-Satorras

Physical Review E 85 (2012)

Network Science

Consensus clustering in complex networks

A. Lancichinetti, S. Fortunato

Scientific Reports 2 (2012)

Network Science, Social Dynamics

Random walks and search in time-varying networks

N. Perra, A. Baronchelli, D. Moncanu, B. Gonçalves, R. Pastor-Satorras, A. Vespignani

Physical Review Letters 109 (2012)

Network Science

Host mobility drives pathogen competition in spatially structured populations

C. Poletto, S. Meloni, V. Colizza, Y. Moreno, A. Vespignani

PLoS Comput Biol 9(8): e1003169 (2013)

Complex Systems, Computational Biology, Infectious diseases, Network Science

Fingerprinting temporal networks of close-range human proximity

A. Panisson, L. E. Gauvin, A. Barrat, C. Cattuto

Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) (2013)

Network Science

Friendship, collaboration and semantics in Flickr: from social interaction to semantic similarity

A. Capocci, A. Baldassarri, V. Servedio, V. Loreto

Proceedings of the International Workshop on Modeling Social Media, Toronto, Canada June 13-16 2010 Paper n. 8, ACM, New York, NY, USA (2010)

Network Science, Social Dynamics

Collective dynamics of social annotation

C. Cattuto, A. Barrat, A. Baldassarri, G. Schehr, V. Loreto

PNAS 106 (2009)

Network Science

Renormalization flows in complex networks

F. Radicchi, A. Barrat, S. Fortunato, J. J. Ramasco

Phys. Rev. E 79 (2009)

Network Science

Detecting the overlapping and hierarchical community structure in complex networks

A. Lancichinetti, S. Fortunato, J. Kertesz

New J. Phys. 11 (2009)

Complex Systems, Network Science

Economic Networks: The New Challenges

F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, D. White, A. Vespignani

Science 325, 5939 (2009)

Network Science

Extracting the multiscale backbone of Complex Weighted Networks

M. Boguñá, F. Serrano, A. Vespignani

PNAS 106,16 (2009)

Complex Systems, Network Science

Evolutionary dynamics of group interactions on structured populations – A review

L. Floria, M. Perc, Y. Moreno, J. Gomez-Gardenes, A. Szolnok

J. R. Soc. Interface 10 (2013)

Complex Systems, Network Science, Social Dynamics, Social Systems

Diffusion dynamics with changing network composition

R. Baños, J. Borge-Holthoefer, N. Wang, Y. Moreno, S. González-Bailón

Entropy 15(11) (2013)

Mathematical formulation of multi-layer networks

M. De Domenico, A. Solé-Ribalta, E. Cozzo, M. Kivela, Y. Moreno, M. A. Porter, S. Gomez, A. Arenas

Phys. Rev. X 3 (2013)

Complex Systems, Mathematics of complex systems, Network Science

Contact-based social contagion in multiplex networks

E. Cozzo, R. Baños, S. Meloni, Y. Moreno

Phys. Rev. E 88, (2013)

Complex Systems, Information Dynamics, Mathematics of complex systems, Network Science, Social Dynamics

Bootstrapping under constraint for the assessment of group behavior in human contact networks

N. Tremblay, A. Barrat, C. Forest, M. Nornberg, J. Pinton, P. Borgnat

Phys. Rev. E 88 (2013)

Complex Systems, Network Science

Properties and evolution of internet traffic networks from anonymized flow data

M. Meiss, F. Menczer, A. Vespignani

ACM Transactions on Internet Technology 10, 4 (2011)

Complex Systems, Network Science

Complex networks: Patterns of complexity

R. Pastor-Satorras, A. Vespignani

Nature Physics 6-7 (2010)

Complex Systems, Network Science

Complex networks: The fragility of interdependency

A. Vespignani

Nature 464 (7291) (2010)

Complex Systems, Network Science

Time varying networks and the weakness of strong ties

M. Karsai, N. Perra, A. Vespignani

Scientific Reports 4 (2014)

On the Use of Human Mobility Proxies for Modeling Epidemics

M. Tizzoni, P. Bajardi, A. Decuyper, G. Kon Kam King, C. M. Schneider, V. Blondel, Z. Smoreda, M. C. González, V. Colizza

PLoS Comput Biol 10(7) (2014)

Infectious diseases, Network Science

The representativeness of a European multi-center network for influenza-like-illness participatory surveillance

P. Cantarelli, M. Debin, C. Turbelin, C. Poletto, T. Blanchon, A. Falchi, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, A. Micheletti, D. Paolotti, A. Vespignani, J. Edmunds, K. Eames, R. Smallenburg, C. Koppeschaar, A. O Franco, V. Faustino, A. Carnahan, M. Rehn, V. Colizza

BMC Public Health 14 (2014)

Complex Systems, Infectious diseases, Network Science

jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology

J. Binchi, E. Merelli, M. Rucco, G. Petri, F. Vaccarino

Electronic Notes in Theoretical Computer Science 306 (2014)

Network Science, Topology

Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital

N. Voirin, C. Payet, A. Barrat, C. Cattuto, N. Khanafer, C. Régis, B. Kim, B. Comte, J. Casalegno, B. Lina, P. Vanhems

Infection Control & Hospital Epidemiology (2015)

Complex Systems, Infectious diseases, Network Science

Optimal Learning Paths in Information Networks

G. C. Rodi, V. Loreto, V. Servedio, F. Tria

Scientific Reports 5 10286 (2015)

Network Science

Dynamical and bursty interactions in social networks

J. Stehlé, A. Barrat, G. Bianconi

Phys. Rev. E 81 035101 (2010)

Complex Systems, Network Science

Congestion Transition in Air Traffic Networks

B. Monechi, V. Servedio, V. Loreto

PLoS ONE 10(5) (2015)

Complex Systems, Network Science

The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks

M. Tizzoni, K. Sun, D. Benusiglio, M. Karsai, N. Perra

Scientific Reports 5 15111 (2015)

Complex Systems, Infectious diseases, Network Science

Overshoot during phenotypic switching of cancer cell populations

A. Sellerio, E. Ciusani, N. Bossel Ben-Moshe, S. Coco, A. Piccinini, S. Meyers, J. P. Sethna, C. Giampietro, S. Zapperi, C. La Porta

Scientific Reports 5 15464 (2015)

Network Science

User-based representation of time-resolved multimodal public transportation networks

L. Alessandretti, M. Karsai, L. E. Gauvin

R. Soc. open sci. 3:160156 (2016)

Complex Systems, Network Science