Published works
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
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), Colonia
- 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