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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.

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On information propagation, topics, and communities in social networks

Friday, 19 June 2015

Francesco Bonchi Yahoo Labs Barcelona, Spain

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Social Network Clustering and Ebola Virus Transmission

Friday, 15 May 2015

Dr. Samuel V. Scarpino Santa Fe Institute

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Complex dynamics of interacting diseases on clustered networks

Thursday, 14 May 2015

Laurent Hébert-Dufresne Santa Fe Institute

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Finding dense subgraphs and interesting events in social networks

Friday, 11 December 2015

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

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Thematic School on Structure and Dynamics of Complex Networks

Monday, 07 April 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.

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Characterizing the community structure of complex networks

A. Lancichinetti, M. Kivela, J. Saramaki, S. Fortunato
PLoS One e11976 (2010)

Quality functions in community detection

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

Emergence of influential spreaders in modified rumor models

J. Borge-Holthoefer, S. Meloni, B. Gonçalves, Y. Moreno
Journal of Statistical Physics 151 (2013)

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)

Individual privacy in social influence networks

S. Hajian, T. Tassa, F. Bonchi
Social Network Analysis and Mining 6:2 (2016)

Random walks on temporal networks

M. Starnini, A. Baronchelli, A. Barrat, R. Pastor-Satorras
Physical Review E 85 (2012)

Consensus clustering in complex networks

A. Lancichinetti, S. Fortunato
Scientific Reports 2 (2012)

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)

Fingerprinting temporal networks of close-range human proximity

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

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)

Renormalization flows in complex networks

F. Radicchi, A. Barrat, S. Fortunato, J. J. Ramasco
Phys. Rev. E 79 (2009)

Economic Networks: The New Challenges

F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, D. White, A. Vespignani
Science 325, 5939 (2009)

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)

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 networks: Patterns of complexity

R. Pastor-Satorras, A. Vespignani
Nature Physics 6-7 (2010)

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)

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)

Homological scaffolds of brain functional networks

G. Petri, P. Expert, F. Turkheimer, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Vaccarino
J. R. Soc. Interface 11 (2014)

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)

Optimal Learning Paths in Information Networks

G. C. Rodi, V. Loreto, V. Servedio, F. Tria
Scientific Reports 5 10286 (2015)

Congestion Transition in Air Traffic Networks

B. Monechi, V. Servedio, V. Loreto
PLoS ONE 10(5) (2015)

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)