Research

Published works

2024

• Mariano G. Beiró, N. N. Chung, L. Y. Chew, and Y. Gandica. (2024) "Signs of criticality in social explosions." Scientific Reports, Volume 14, 3263

  PDF Publication

2023

• Mariano G. Beiró, J. D'Ignazi, V. Pérez Bustos, M. F. Prado, and K. Kalimeri. (2023) "Moral Narratives Around the Vaccination Debate on Facebook." WWW '23: Proceedings of the ACM Web Conference 2023, 4134–4141

  Publication

• H. Schawe, Mariano G. Beiró, J.I. Alvarez-Hamelin, D. Kotzinos, and L. Hernández. (2023) "Understanding who talks about what: comparison between the information treatment in traditional media and online discussions." Scientific Reports, Volume 13, 3809

  PDF Publication

2022

• Mariano G. Beiró and K. Kalimeri. (2022) "Fairness in vulnerable attribute prediction on social media." Data Mining and Knowledge Discovery 36(6), 2194-2213

  PDF Publication

2021

• T. Mussi Reyero, Mariano G. Beiró, J.I. Alvarez-Hamelin, L. Hernández, and D. Kotzinos. (2021) "Evolution of the political opinion landscape during electoral periods." EPJ Data Science 10:31

  Github Publication

2020

• K. Kalimeri, Mariano G. Beiró, A. Bonanomi, A. Rosina, and C. Cattuto. (2020) "Evaluation of biases in self-reported demographic and psychometric information." Demographic Research 42(5), 133-148

  Publication

2019

• K. Kalimeri, Mariano G. Beiró, M. Delfino, R. Raleigh, and C. Cattuto. (2019) "Predicting demographics, moral foundations, and human values from digital behaviours." Computers in Human Behavior, Volume 92, 428-445

  Publication

• K. Kalimeri, Mariano G. Beiró, A. Urbinati, A. Bonanomi, A. Rosina, and C. Cattuto. (2019) "Human Values and Attitudes towards Vaccination in Social Media." Companion Proceedings of the 219 World Wide Web Conference (WWW'19), San Francisco

  Publication

• A. Duval, T. Obadia, P.-Y. Boëlle, E. Fleury, J.-L. Herrmann, D. Guillemot, L. Temime, L. Opatowski, A. S. Alvarez, A. Baraffe, Mariano G. Beiró, I. Bertucci, C. Cyncynatus, F. Dannet, M.-L. Delaby, P. Denys, M. D. De Cellès, A. Fraboulet, J.-L. Gaillard, B. Labrador, J. Lasley, C. Lawrence, J. Legrand, O. Le Minor, C. Ligier, L. Martinet, K. Mignon, C. Sacleux, J. Salomon, M. Perard, L. Petit, L. Remy, A. Thiebaut, D. Thomas, P. Tronchet, and I. Villain. (2019) "Close proximity interactions support transmission of ESBL-K. Pneumoniae but not ESBL-E. coli in healthcare settings." PLOS Computational Biology, Volume 15

  Publication

2018

• F. Parino, Mariano G. Beiró, and L. Gauvin. (2018) "Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption." EPJ Data Science 7:38

  Publication

• Mariano G. Beiró, L. Bravo, D. Caro, C. Cattuto, L. Ferres, and E. Graells-Garrido. (2018) "Shopping mall attraction and social mixing at a city scale." EPJ Data Science 7:28

  Publication

• A. Duval, T. Obadia, L. Martinet, P.-Y. Boëlle, E. Fleury, D. Guillemot, L. Opatowski, L. Temime, A. S. Alvarez, A. Baraffe, Mariano G. Beiró, I. Bertucci, C. Cyncynatus, F. Dannet, M.-L. Delaby, P. Denys, M. D. De Cellès, A. Fraboulet, J.-L. Gaillard, J.-L. Herrmann, B. Labrador, J. Lasley, C. Lawrence, J. Legrand, O. Le Minor, C. Ligier, K. Mignon, C. Sacleux, J. Salomon, M. Perard, L. Petit, L. Remy, A. Thiebaut, D. Thomas, P. Tronchet, and I. Villain. (2018) "Measuring dynamic social contacts in a rehabilitation hospital: Effect of wards, patient and staff characteristics." Scientific Reports

  Publication

2016

• Mariano G. Beiró, A. Panisson, M. Tizzoni, and C. Cattuto. (2016) "Predicting human mobility through the assimilation of social media traces into mobility models." EPJ Data Science 5:30

  Publication

2015

• Mariano G. Beiró, S. P. Grynberg, and J. I. Alvarez-Hamelin. (2015) "Router-level community structure of the Internet Autonomous Systems." EPJ Data Science 4:12

  Publication

2013

• Mariano G. Beiró. (2013) "Combinatorial Models of Complex Systems: Methods and Algorithms." PhD dissertation, Universidad de Buenos Aires

  Publication

• P. Colomer de Simón, M. A. Serrano, Mariano G. Beiró, J. I. Alvarez-Hamelin, and M. Boguñá. (2013) "Deciphering the global organization of clustering in real complex networks." Scientific Reports, Volume 3

  Publication

• Mariano G. Beiró, J. R. Busch, S. P. Grynberg, and J. I. Alvarez-Hamelin. (2013) "Obtaining communities with a fitness growth process." Physica A, Volume 392, Issue 9, 2278-2293

  Publication

2011

• J. R. Busch, Mariano G. Beiró, and J. I. Alvarez-Hamelin. (2011) "Understanding edge-connectivity in the Internet through core-decomposition." Internet Mathematics, Volume 7, Issue 1

  Publication

2008

• Mariano G. Beiró, J. I. Alvarez-Hamelin, and J. R. Busch. (2008) "A low complexity visualisation tool that helps to perform complex systems analysis." New Journal of Physics

  Publication

Conference presentations

2023

• Mariano G. Beiró and K. Kalimeri. (2023) "Fairness in Vulnerable Attribute Prediction on Social Media." 9th Annual International Conference on Computational Social Science (IC2S2), Copenhagen

  Slides

• R. Perrier, L. Hernández, Mariano G. Beiró, J.I. Alvarez-Hamelin, and D. Kotzinos. (2023) "Real time study of the political opinion using massive data." 9th Annual International Conference on Computational Social Science (IC2S2), Copenhagen

2022

• F. M. Funes, J. I. Alvarez-Hamelin, and Mariano G. Beiró. (2022) "Geolocalización de usuarios en Twitter utilizando redes convolucionales de grafos." AGRANDA, 51º Jornadas Argentinas de Informática

  Video Slides Website

• Mariano G. Beiró and K. Kalimeri. (2022) "Equidad en modelos de aprendizaje automático para la predicción de desempleo." 17º Jornadas de Data Mining, Buenos Aires

  Slides

• H. Schawe, L. Hernández, Mariano G. Beiró, J. I. Alvarez-Hamelin, and D. Kotzinos. (2022) "Who talks about what? Comparing the information treatment in traditional media with online discussions." Conference on Complex Systems 2022 (CCS'22), Palma de Mallorca

  Website

2021

• T. Mussi Reyero, Mariano G. Beiró, J. I. Alvarez-Hamelin, L. Hernández, and D. Kotzinos. (2021) "Tracking the political opinion landscape in Twitter during electoral periods." Conference on Complex Systems 2021 (CCS'21), Lyon

  Slides Website

2019

• T. Mussi Reyero, J. I. Alvarez-Hamelin, and Mariano G. Beiró. (2019) "Topic-based study of a Twitter political network." NetSciX 2019, Santiago de Chile

2018

• C. Selmo, Mariano G. Beiró, J. Martínez, and J. I. Alvarez-Hamelin. (2018) "Removing Time Dependencies in Semantic Analysis in the New York Times Corpus." Conference on Complex Systems 2018 (CCS'18), Thessalonica

  Website

• K. Kalimeri, Mariano G. Beiró, A. Bonanomi, A. Rosina, and C. Cattuto. (2018) "Automatic Prediction of Youth Unemployment via Social Media Data." Conference on Complex Systems 2018 (CCS'18), Thessalonica

  Website

• F. Parino, Mariano G. Beiró, and L. Gauvin. (2018) "Analysis of the Bitcoin blockchain: Socio-economic factors behind the adoption." Conference on Complex Systems 2018 (CCS'18), Thessalonica

  Website

2017

• F. Parino, Mariano G. Beiró, and L. Gauvin. (2017) "Characterization of the adopters of the Bitcoin." Conference on Complex Systems 2017 (CCS'17), Cancún

  Website

• K. Kalimeri, Mariano G. Beiró, A. Bonanomi, A. Rosina, and C. Cattuto. (2017) "Traditional versus Facebook-based Surveys: Evaluation of Biases in Self-reported Psychometric Information." Social Media and Demographic Research Workshop (SMDR17), Montreal

  Website

• K. Kalimeri, Mariano G. Beiró, R. Raleigh, and C. Cattuto. (2017) "What do our digital records reveal about us? Automatic Prediction of Demographic and Psychometric Attributes from Digital Data." 3rd Annual International Conference on Computational Social Science (IC2S2), Cologne

• Mariano G. Beiró, A. Panisson, M. Tizzoni, and C. Cattuto. (2017) "Improving human mobility prediction with geo-tagged pictures." NetMob 2017, Milán

2015

• Mariano G. Beiró, A. Panisson, and C. Cattuto. (2015) "Inference of human mobility networks through the assimilation of social media traces into mobility models." Conference on Complex Systems (CCS'15), Tempe, 2015

2013

• P. Colomer de Simón, M. A. Serrano, Mariano G. Beiró, J. I. Alvarez-Hamelin, and M. Boguñá. (2013) "Deciphering the global organization of clustering in real complex networks." European Conference on Complex Systems (ECCS'13), Barcelona

2010

• Mariano G. Beiró, J. R. Busch, and J. I. Alvarez-Hamelin. (2010) "Visualizing Communities in Dynamic Networks." Latin-American Workshop on Dynamic Networks

• Mariano G. Beiró, J. R. Busch, and J. I. Alvarez-Hamelin. (2010) "SnailVis: a Paradigm to Visualize Complex Networks." Simposio Argentino de Tecnología (AST), 39º JAIIO (Jornadas Argentinas de Informática e Investigación Operativa), Buenos Aires

  Website