People
Paolo Bajardi
Manager of Industrial Research
Manager of Industrial Research
Publications
Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
Alessandro De Gaetano, Paolo Bajardi, Nicolò Gozzi, Nicola Perra, Daniela Perrotta, Daniela Paolotti
Journal of Medical Internet Research (JMIR)25, e47563 (2023)
The Pursuit of Peer Support for Opioid Use Recovery on Reddit
Duilio Balsamo, Paolo Bajardi, Gianmarco De Francisci Morales, Corrado Monti, Rossano Schifanella
Proceedings of the International AAAI Conference on Web and Social Media17(1), 12-23 (2023)
Revealing the determinants of gender inequality in urban cycling with large-scale data
Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella
EPJ Data Science12, 9 (2023)
The evolving causal structure of equity risk factors
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance5, 1-8 (2022)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, Emanuele Pepe, David Mateo, Ciro Cattuto, Laetitia Gauvin, Paolo Bajardi, Michele Tizzoni, Alberto Hernando, Sandro Meloni, José J. Ramasco
PLoS Computational Biology17(10), e1009326 (2021)
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
Nicolò Gozzi, Paolo Bajardi, Nicola Perra
PLoS Computational Biology17(9), e1009346 (2021)
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Brennan Lake, Filippo Privitera, Michele Tizzoni
Journal of the Royal Society Interface18, 20210092 (2021)
Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach
Elvio Amparore, Federico Cinus, Cristiano Maestri, Leonardo Petrocchi, Dario Polinelli, Fabio Scarpa, Alan Perotti, André Panisson, Paolo Bajardi
2021 IEEE Madrid PowerTech (2021)
FairLens: Auditing black-box clinical decision support systems
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
Information Processing & Management58 (5), 102657 (2021)
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
Paolo Bajardi, Alan Perotti, Elvio Amparore
PeerJ Computer Science7, e479 (2021)
Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions
Duilio Balsamo, Paolo Bajardi, Alberto Salomone, Rossano Schifanella
Journal of Medical Internet Research23(1), e21212 (2021)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Emanuele Pepe, Paolo Bajardi, Laetitia Gauvin, Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni
Scientific Data7, 230 (2020)
Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018
Rossano Schifanella, Dario Delle Vedove, Alberto Salomone, Paolo Bajardi, Daniela Paolotti
BMC Medicine18, 127 (2020)
Topic Tomographies (TopTom): a visual approach to distill information from media streams
Beatrice Gobbo, Duilio Balsamo, Michele Mauri, Paolo Bajardi, André Panisson, Paolo Ciuccarelli
Eurographics Conference on Visualization (EuroVis) 201938, 3, 609-621 (2019)
Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort
Duilio Balsamo, Paolo Bajardi, André Panisson
Proceedings of the 2019 World Wide Web Conference (WWW '19) 2572-2579 (2019)
Assessing the use of mobile phone data to describe recurrent mobility patterns in spatial epidemic models
Cecilia Panigutti, Michele Tizzoni, Paolo Bajardi, Zbigniew Smoreda, Vittoria Colizza
Royal Society Open Science4, 160950 (2017)
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)
Unveiling patterns of international communities in a global city using mobile phone data
Paolo Bajardi, Matteo Delfino, André Panisson, Giovanni Petri, Michele Tizzoni
EPJ Data Science4, 3 (2015)
Association between Recruitment Methods and Attrition in Internet-Based Studies
Paolo Bajardi, Daniela Paolotti, Alessandro Vespignani, Ken T. D. Eames, Sebastian Funk, John W. Edmunds, Clément Turbelin, Marion Debin, Vittoria Colizza, Ronald Smallenburg, Carl Koppeschaar, Ana O. Franco, Vitor Faustino, Annasara Carnahan, Moa Rehn, Franco Merletti, Jeroen Douwes, Ridvan Firestone, Lorenzo Richiardi
PLoS ONE9(12), (2014)
On the Use of Human Mobility Proxies for Modeling Epidemics
Michele Tizzoni, Paolo Bajardi, Adeline Decuyper, Guillaume Kon Kam King, Christian M. Schneider, Vincent Blondel, Zbigniew Smoreda, Marta C. González, Vittoria Colizza
PLoS Computational Biology10(7), e1003716 (2014)
Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet
Paolo Bajardi, Alessandro Vespignani, Sebastian Funk, Ken T. D. Eames, John W. Edmunds, Clément Turbelin, Marion Debin, Vittoria Colizza, Ronald Smallenburg, Carl Koppeschaar, Ana O. Franco, Vitor Faustino, Annasara Carnahan, Moa Rehn, Daniela Paolotti
Journal of Medical Internet Research16(3), e78 (2014)
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, A.J. Valleron, C. Chouaid, Duygu Balcan, A.C. Singer, H. Hu, José J. Ramasco
PLoS Current Influenza1133, (2009)
Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic
Alessandro Vespignani, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, José J. Ramasco
PLoS ONE6(1): e16591, (2011)
Dynamical patterns of cattle trade movements
Paolo Bajardi, Alain Barrat, Vittoria Colizza, Lara Savini, Fabrizio Natale
PLoS ONE6(5): e19869, (2011)
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
Michele Tizzoni, Paolo Bajardi, Chiara Poletto, José J. Ramasco, Duygu Balcan, Bruno Gonçalves, Nicola Perra, Vittoria Colizza, Alessandro Vespignani
BMC Medicine10, 165 (2012)
Optimizing surveillance for livestock disease spreading through animal movements
Paolo Bajardi, Alain Barrat, Lara Savini, Vittoria Colizza
Journal of the Royal Society: Interface9, (2012)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Paolo Bajardi, Chiara Poletto, Duygu Balcan, H. Hu, Bruno Gonçalves, José J. Ramasco, Daniela Paolotti, Nicola Perra, Michele Tizzoni, Wouter Van den Broeck, Vittoria Colizza, Alessandro Vespignani
Emerging Health Threats Journal2(e11), (2009)
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
Duygu Balcan, H. Hu, Bruno Gonçalves, Paolo Bajardi, Chiara Poletto, José J. Ramasco, Daniela Paolotti, Nicola Perra, Michele Tizzoni, Wouter Van den Broeck, Vittoria Colizza, Alessandro Vespignani
BMC Medicine7, 45 (2009)
Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
Alessandro De Gaetano, Paolo Bajardi, Nicolò Gozzi, Nicola Perra, Daniela Perrotta, Daniela Paolotti
Journal of Medical Internet Research (JMIR)25, e47563 (2023)
The Pursuit of Peer Support for Opioid Use Recovery on Reddit
Duilio Balsamo, Paolo Bajardi, Gianmarco De Francisci Morales, Corrado Monti, Rossano Schifanella
Proceedings of the International AAAI Conference on Web and Social Media17(1), 12-23 (2023)
Revealing the determinants of gender inequality in urban cycling with large-scale data
Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella
EPJ Data Science12, 9 (2023)