People
Paolo Bajardi
Manager of Industrial Research
Manager of Industrial Research
Publications
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 Media,
17, (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 Science,
12:9, (2023)
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, (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 Finance,
1-8, 5, (2022)
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
Paolo Bajardi, Alan Perotti, Elvio Amparore
PeerJ Computer Science,
7:e479, (2021)
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
Nicolò Gozzi, Paolo Bajardi, Nicola Perra
PLoS Computational Biology,
17(9): e1009346, (2021)
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Filippo Privitera, Brennan Lake, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Journal of the Royal Society Interface,
18, 181, (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, A. Salomone, Rossano Schifanella
Journal of Medical Internet Research,
23(1):e21212, (2021)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Mattia Mazzoli, David Mateo, Alberto Hernando, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe, Sandro Meloni, José J. Ramasco
PLoS Computational Biology,
17(10): e1009326, (2021)
Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach
Federico Cinus, André Panisson, C Maestri, L Petrocchi, D Polinelli, F Scarpa, Paolo Bajardi, Alan Perotti, Elvio Amparore
2021 IEEE Madrid PowerTech
(2021)
FairLens: Auditing black-box clinical decision support systems
André Panisson, Paolo Bajardi, Alan Perotti, Dino Pedreschi, Cecilia Panigutti
Information Processing & Management,
58 (5), 102657, (2021)
Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018
Rossano Schifanella, Dario Delle Vedove, A. Salomone, Paolo Bajardi, Daniela Paolotti
BMC Medicine,
18, 127, (2020)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni, Laetitia Gauvin, Paolo Bajardi, Emanuele Pepe
Scientific Data,
7, 230, (2020)
Topic Tomographies (TopTom): a visual approach to distill information from media streams
André Panisson, Paolo Bajardi, Paolo Ciuccarelli, Duilio Balsamo, Michele Mauri, Beatrice Gobbo
Eurographics Conference on Visualization (EuroVis) 2019,
609-621, 38, 3, (2019)
Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort
André Panisson, Paolo Bajardi, Duilio Balsamo
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
Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Cecilia Panigutti, Zbigniew Smoreda
R. Soc. open sci.,
4: 160950, (2017)
Unveiling patterns of international communities in a global city using mobile phone data
André Panisson, Matteo Delfino, Michele Tizzoni, Paolo Bajardi, Giovanni Petri
EPJ Data Science,
4:3, (2015)
On the Use of Human Mobility Proxies for Modeling Epidemics
Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Zbigniew Smoreda, Marta C. González, Guillaume Kon Kam King, Christian M. Schneider, Adeline Decuyper, Vincent Blondel
PLoS Comput Biol,
e1003716, 10(7), (2014)
Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet
Alessandro Vespignani, Daniela Paolotti, John Edmunds, Paolo Bajardi, Vittoria Colizza, Sebastian Funk, Ana Franco, Vitor Faustino, AnnaSara Carnahan, Carl Koppeschaar, Moa Rehn, Ronald Smallenburg, Marion Debin, Clément Turbelin, K.T.D. Eames
J Med Internet Res,
16, 3, (2014)
Association between Recruitment Methods and Attrition in Internet-Based Studies
Alessandro Vespignani, Daniela Paolotti, John Edmunds, Paolo Bajardi, Vittoria Colizza, Franco Merletti, Jeroen Douwes, Ridvan Firestone, Lorenzo Richiardi, Vitor Faustino, Sebastian Funk, Ana Franco, AnnaSara Carnahan, Carl Koppeschaar, Moa Rehn, Ronald Smallenburg, Marion Debin, Clément Turbelin, K.T.D. Eames
PLoS ONE,
9 (12), (2014)
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
Alessandro Vespignani, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Nicola Perra, Duygu Balcan, José J. Ramasco
BMC Medicine,
10:165, (2012)
Optimizing surveillance for livestock disease spreading through animal movements
Paolo Bajardi, Alain Barrat, Vittoria Colizza, Lara Savini
Journal of the Royal Society: Interface,
doi: 10.1098/rsif.2012.0289, (2012)
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 ONE,
6(1): e16591, (2011)
Dynamical patterns of cattle trade movements
Paolo Bajardi, Alain Barrat, Vittoria Colizza, Lara Savini, Fabrizio Natale
PLoS ONE,
6(5): e19869, (2011)
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 Medicine,
7:45, (2009)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
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
Emerging Health Threats Journal,
2:e11, (2009)
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 Influenza,
1133, (2009)
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)
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 Media,
17, (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 Science,
12:9, (2023)
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, (2023)