Value is in the Eye of the Beholder: A Framework for an Equitable Graph Data Evaluation FP Nerini, P Bajardi, A Panisson The 2024 ACM Conference on Fairness, Accountability, and Transparency, 467-479, 2024 | | 2024 |
A True-to-the-model Axiomatic Benchmark for Graph-based Explainers C Monti, P Bajardi, F Bonchi, A Panisson, A Perotti Transactions on Machine Learning Research, 2024 | 1 | 2024 |
Revealing the determinants of gender inequality in urban cycling with large-scale data A Battiston, L Napoli, P Bajardi, A Panisson, A Perotti, M Szell, ... EPJ Data Science 12 (1), 9, 2023 | 12 | 2023 |
Behavioral changes associated with covid-19 vaccination: Cross-national online survey A De Gaetano, P Bajardi, N Gozzi, N Perra, D Perrotta, D Paolotti Journal of Medical Internet Research 25, e47563, 2023 | 4 | 2023 |
Explaining identity-aware graph classifiers through the language of motifs A Perotti, P Bajardi, F Bonchi, A Panisson 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 21* | 2023 |
The pursuit of peer support for opioid use recovery on reddit D Balsamo, P Bajardi, GDF Morales, C Monti, R Schifanella Proceedings of the International AAAI Conference on Web and Social Media 17 …, 2023 | 7 | 2023 |
P103 PRE-ACT: Prediction of Radiotherapy side Effects using explainable AI for patient Communication and Treatment modification T Rattay, P Bajardi, G Bologna, F Bonchi, G Cortellessa, A Dekker, ... The Breast 68, S54, 2023 | | 2023 |
Potential Impact of Environmental Pollution by Human Antivirals on Avian Influenza Virus Evolution U Ala, P Bajardi, M Giacobini, L Bertolotti Animals 13 (7), 1127, 2023 | | 2023 |
Learning multiscale non-stationary causal structures G D'Acunto, GDF Morales, P Bajardi, F Bonchi Transactions on Machine Learning Research, 2023 | 2 | 2023 |
Streamlining models with explanations in the learning loop F Lomuscio, P Bajardi, A Perotti, EG Amparore 2022 IEEE 9th International Conference on Data Science and Advanced …, 2022 | | 2022 |
The evolving causal structure of equity risk factors G D'Acunto, P Bajardi, F Bonchi, G De Francisci Morales Proceedings of the Second ACM International Conference on AI in Finance, 1-8, 2021 | 6 | 2021 |
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact M Mazzoli, E Pepe, D Mateo, C Cattuto, L Gauvin, P Bajardi, M Tizzoni, ... PLoS computational biology 17 (10), e1009326, 2021 | 22 | 2021 |
FairLens: Auditing black-box clinical decision support systems C Panigutti, A Perotti, A Panisson, P Bajardi, D Pedreschi Information Processing & Management 58 (5), 102657, 2021 | 78 | 2021 |
Socioeconomic determinants of mobility responses during the first wave of covid-19 in italy: from provinces to neighbourhoods L Gauvin, P Bajardi, E Pepe, B Lake, F Privitera, M Tizzoni Journal of the Royal Society Interface 18, 20210092, 2021 | 66 | 2021 |
Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach EG Amparore, F Cinus, C Maestri, L Petrocchi, D Polinelli, F Scarpa, ... 2021 IEEE Madrid PowerTech, 1-6, 2021 | | 2021 |
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods E Amparore, A Perotti, P Bajardi PeerJ Computer Science 7, e479, 2021 | 86 | 2021 |
Patterns of routes of administration and drug tampering for nonmedical opioid consumption: data mining and content analysis of reddit discussions D Balsamo, P Bajardi, A Salomone, R Schifanella Journal of Medical Internet Research 23 (1), e21212, 2021 | 31 | 2021 |
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout N Gozzi, P Bajardi, N Perra Plos Computational Biology 17, e1009346, 2021 | 78 | 2021 |
Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018 R Schifanella, DD Vedove, A Salomone, P Bajardi, D Paolotti BMC medicine 18, 1-13, 2020 | 8 | 2020 |
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown E Pepe, P Bajardi, L Gauvin, F Privitera, B Lake, C Cattuto, M Tizzoni Scientific data 7 (1), 1-7, 2020 | 401 | 2020 |