Publications Archive

Algorithmic bias: from discrimination discovery to fairness-aware data mining

Francesco Bonchi, Carlos Castillo, Sara Hajian

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) CACM August 13-17, 2016, San Francisco, California. (2016)

Streaming Tensor Summarization

Ricardo Baeza-Yates, Francesco Bonchi, Ioanna Tsalouchidou, Gianmarco De Francisci Morales

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016) CIEEE December 5-8, 2016, Washington D.C., USA. (2016)

Humans display a reduced set of consistent behavioral phenotypes in dyadic games

Yamir Moreno, Julia Poncela-Casasnovas, Mario Gutiérrez-Roig, Julian Vicens, Josep Perelló, Carlos Gracia-Lázaro, Jesús Gómez-Gardeñes, Angel Sánchez, Jordi Duch

Science Advances2,8 e1600451, (2016)

Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

Alessandro Vespignani, Luca Rossi, Vittoria Colizza, Chiara Poletto, Dennis Chao, M. Elizabeth Halloran, Ana Pastore Y Piontti, Marcelo F. C. Gomes, Qian Zhang

Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases 39-56 (2016)

Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes

Ciro Cattuto, Alain Barrat, Stefanie Castell, Peter J. White, Gérard Krause, Timo Smieszek

BMC Infectious Diseases (2016)

Health

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco

BMC Medicine7:45, (2009)

Health

Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model

Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco

Public Library of Science Currents: Influenza.RRN1129, (2009)

Impact of spatially constrained sampling of temporal contact networks on the evaluation of the epidemic risk

Alain Barrat, Vittoria Colizza, Chiara Poletto, Christian L. Vestergaard, Mathieu Génois, Eugenio Valdano

European Journal of Applied Mathematics27, 941, (2016)

Data Science

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

Laura Alessandretti, Márton Karsai, Laetitia Gauvin

Royal Society Open Science3:160156, (2016)

Fast and accurate dynamic estimation of field effectiveness of meningococcal vaccines

Duccio Medini, Michele Tizzoni, Lorenzo Argante

BMC Medicine 14:98 (2016)

Spheres of Influence for More Effective Viral Marketing

Francesco Bonchi, David García-Soriano, Y Mehmood

Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)

Computational Social Science

Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors

André Panisson, Ciro Cattuto, Michele Tizzoni, Alain Barrat, Dorothy C Koech, Milosch Meriac, Luca Cappa, David James Nokes, Patrick K Munywoki, Moses Chapa Kiti, Timothy M Kinyanjui

EPJ Data Science20165:21, (2016)

The economy of attention in the age of (mis)information

Luca Rossi, Walter Quattrociocchi, Alessandro Bessi, Antonio Scala, Qian Zhang

Journal of Trust Management1:12, (2014)

Data Science Network Science

Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis

Alessandro Vespignani, Luca Rossi, Laura Fumanelli, Stefano Merler, Dennis Chao, M. Elizabeth Halloran, Ana Pastore Y Piontti, Marcelo F. C. Gomes

Lancet Infect Dis15,2, 204-2011 (2015)

Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition

Anna Sapienza, André Panisson, Ciro Cattuto, Laetitia Gauvin, J Wu

2015 IEEE International Conf. on Data Mining Workshop (ICDMW) 516-523 (2015)

Quantifying spatiotemporal heterogeneity of MERS-CoV transmission in the Middle East region: A combined modelling approach

Vittoria Colizza, Chiara Poletto, PIERRE-YVES BOELLE

Epidemics15, 1–9 (2016)

Dynamics on Expanding Spaces: Modeling the Emergence of Novelties

Vittorio Loreto, Francesca Tria, S. H. Strogatz, V.D.P. Servedio

Lecture Notes in Morphogenesis (2016)