Paolo Bajardi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Threaded Discussions

Causal Structure

Clinical Decision Support Systems

Top Venues

PLoS Comput. Biol.

Trans. Mach. Learn. Res.

Publications

Francesco Paolo Nerini, Paolo Bajardi, André Panisson
Value is in the Eye of the Beholder: A Framework for an Equitable Graph Data Evaluation. FAccT (2024)
Corrado Monti, Paolo Bajardi, Francesco Bonchi, André Panisson, Alan Perotti
A True-to-the-model Axiomatic Benchmark for Graph-based Explainers. Trans. Mach. Learn. Res. 2024 (2024)
Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella
Revealing the determinants of gender inequality in urban cycling with large-scale data. EPJ Data Sci. 12 (1) (2023)
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
Learning Multiscale Non-stationary Causal Structures. Trans. Mach. Learn. Res. 2023 (2023)
Duilio Balsamo, Paolo Bajardi, Gianmarco De Francisci Morales, Corrado Monti, Rossano Schifanella
The Pursuit of Peer Support for Opioid Use Recovery on Reddit. ICWSM (2023)
Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson
Explaining Identity-aware Graph Classifiers through the Language of Motifs. IJCNN (2023)
Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore
Streamlining models with explanations in the learning loop. CoRR (2023)
Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella
Revealing the determinants of gender inequality in urban cycling with large-scale data. CoRR (2022)
Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore
Streamlining models with explanations in the learning loop. DSAA (2022)
Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson
GRAPHSHAP: Motif-based Explanations for Black-box Graph Classifiers. CoRR (2022)
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
Multiscale Non-stationary Causal Structure Learning from Time Series Data. CoRR (2022)
Nicolò Gozzi, Paolo Bajardi, Nicola Perra
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout. PLoS Comput. Biol. 17 (9) (2021)
Elvio G. Amparore, Alan Perotti, Paolo Bajardi
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods. PeerJ Comput. Sci. 7 (2021)
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
The evolving causal structure of equity risk factors. ICAIF (2021)
Mattia Mazzoli, Emanuele Pepe, David Mateo, Ciro Cattuto, Laetitia Gauvin, Paolo Bajardi, Michele Tizzoni, Alberto Hernando, Sandro Meloni, José J. Ramasco
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact. PLoS Comput. Biol. 17 (10) (2021)
Duilio Balsamo, Paolo Bajardi, Alberto Salomone, Rossano Schifanella
Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions. CoRR (2021)
Elvio G. Amparore, Alan Perotti, Paolo Bajardi
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods. CoRR (2021)
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
FairLens: Auditing black-box clinical decision support systems. Inf. Process. Manag. 58 (5) (2021)
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
The Evolving Causal Structure of Equity Risk Factors. CoRR (2021)
Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
FairLens: Auditing Black-box Clinical Decision Support Systems. CoRR (2020)
Duilio Balsamo, Paolo Bajardi, André Panisson
Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort. CoRR (2019)
Duilio Balsamo, Paolo Bajardi, André Panisson
Firsthand Opiates Abuse on Social Media: Monitoring Geospatial Patterns of Interest Through a Digital Cohort. WWW (2019)
Beatrice Gobbo, Duilio Balsamo, Michele Mauri, Paolo Bajardi, André Panisson, Paolo Ciuccarelli
Topic Tomographies (TopTom): a visual approach to distill information from media streams. Comput. Graph. Forum 38 (3) (2019)
Luca Ferreri, Paolo Bajardi, Mario Giacobini
Non-systemic transmission of tick-borne diseases: A network approach. Commun. Nonlinear Sci. Numer. Simul. 39 (2016)
Paolo Bajardi, Matteo Delfino, André Panisson, Giovanni Petri, Michele Tizzoni
Unveiling patterns of international communities in a global city using mobile phone data. EPJ Data Sci. 4 (1) (2015)
Michele Tizzoni, Paolo Bajardi, Adeline Decuyper, Guillaume Kon Kam King, Christian M. Schneider, Vincent D. Blondel, Zbigniew Smoreda, Marta C. González, Vittoria Colizza
On the Use of Human Mobility Proxies for Modeling Epidemics. PLoS Comput. Biol. 10 (7) (2014)
Luca Ferreri, Paolo Bajardi, Mario Giacobini, Silvia Perazzo, Ezio Venturino
Interplay of network dynamics and ties heterogeneity on spreading dynamics. CoRR (2014)
Luca Ferreri, Mario Giacobini, Paolo Bajardi, Luigi Bertolotti, Luca Bolzoni, Valentina Tagliapietra, Annapaola Rizzoli, Roberto Rosà
Pattern of Tick Aggregation on Mice: Larger Than Expected Distribution Tail Enhances the Spread of Tick-Borne Pathogens. PLoS Comput. Biol. 10 (11) (2014)