PEDRESCHI, DINO Statistiche
PEDRESCHI, DINO
DIPARTIMENTO DI INFORMATICA
Benchmarking and survey of explanation methods for black box models
2023-01-01 Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S
Co-design of human-centered, explainable AI for clinical decision support
2023-01-01 Panigutti, Cecilia; Beretta, Andrea; Fadda, Daniele; Giannotti, Fosca; Pedreschi, Dino; Perotti, Alan; Rinzivillo, Salvatore
Explaining Siamese Networks in Few-Shot Learning for Audio Data
2022-01-01 Fedele, A.; Guidotti, R.; Pedreschi, D.
How routing strategies impact urban emissions
2022-01-01 Cornacchia, G.; Bohm, M.; Mauro, G.; Nanni, M.; Pedreschi, D.; Pappalardo, L.
Interpretable Latent Space to Enable Counterfactual Explanations
2022-01-01 Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
Methods and tools for causal discovery and causal inference
2022-01-01 Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022-01-01 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F
Transparent Latent Space Counterfactual Explanations for Tabular Data
2022-01-01 Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems
2022-01-01 Panigutti, Cecilia; Beretta, Andrea; Giannotti, Fosca; Pedreschi, Dino
An ethico-legal framework for social data science
2021-01-01 Forgo, N.; Hanold, S.; vanden Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D.
Ethics of smart cities: Towards value-sensitive design and co-evolving city life
2021-01-01 Helbing, D.; Fanitabasi, F.; Giannotti, F.; Hanggli, R.; Hausladen, C. I.; van den Hoven, J.; Mahajan, S.; Pedreschi, D.; Pournaras, E.
FairLens: Auditing black-box clinical decision support systems
2021-01-01 Panigutti, C.; Perotti, A.; Panisson, A.; Bajardi, P.; Pedreschi, D.
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
2021-01-01 Nanni, M.; Andrienko, G.; Barabasi, A. -L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comande, G.; Conti, M.; Cote, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jimenez, D. M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A.
GLocalX - From Local to Global Explanations of Black Box AI Models
2021-01-01 Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca
Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning
2021-01-01 Guidotti, R.; Nanni, M.; Giannotti, F.; Pedreschi, D.; Bertoli, S.; Speciale, B.; Rapoport, H.
Predicting seasonal influenza using supermarket retail records
2021-01-01 Miliou, I.; Xiong, Xiong; Rinzivillo, S.; Zhang, Q.; Rossetti, G.; Giannotti, F.; Pedreschi, D.; Vespignani, A.
(So) Big Data and the transformation of the city
2020-01-01 Andrienko, Gennady; Andrienko, Natalia; Boldrini, Chiara; Caldarelli, Guido; Cintia, Paolo; Cresci, Stefano; Facchini, Angelo; Giannotti, Fosca; Gionis, Aristides; Guidotti, Riccardo; Mathioudakis, Michael; Muntean, Cristina Ioana; Pappalardo, Luca; Pedreschi, Dino; Pournaras, Evangelos; Pratesi, Francesca; Tesconi, Maurizio; Trasarti, Roberto
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
2020-01-01 Guidotti, Riccardo; Monreale, Anna; Matwin, Stan; Pedreschi, Dino
Causal inference for social discrimination reasoning
2020-01-01 Qureshi, B.; Kamiran, F.; Karim, A.; Ruggieri, S.; Pedreschi, D.
Discovering Tourist Attractions of Cities Using Flickr and OpenStreetMap Data
2020-01-01 Vaziri, Farzad; Nanni, Mirco; Matwin, Stan; Pedreschi, Dino
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Benchmarking and survey of explanation methods for black box models | 1-gen-2023 | Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S | |
| Co-design of human-centered, explainable AI for clinical decision support | 1-gen-2023 | Panigutti, Cecilia; Beretta, Andrea; Fadda, Daniele; Giannotti, Fosca; Pedreschi, Dino; Perotti, Alan; Rinzivillo, Salvatore | |
| Explaining Siamese Networks in Few-Shot Learning for Audio Data | 1-gen-2022 | Fedele, A.; Guidotti, R.; Pedreschi, D. | |
| How routing strategies impact urban emissions | 1-gen-2022 | Cornacchia, G.; Bohm, M.; Mauro, G.; Nanni, M.; Pedreschi, D.; Pappalardo, L. | |
| Interpretable Latent Space to Enable Counterfactual Explanations | 1-gen-2022 | Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D. | |
| Methods and tools for causal discovery and causal inference | 1-gen-2022 | Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J. | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2022 | Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F | |
| Transparent Latent Space Counterfactual Explanations for Tabular Data | 1-gen-2022 | Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D | |
| Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems | 1-gen-2022 | Panigutti, Cecilia; Beretta, Andrea; Giannotti, Fosca; Pedreschi, Dino | |
| An ethico-legal framework for social data science | 1-gen-2021 | Forgo, N.; Hanold, S.; vanden Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D. | |
| Ethics of smart cities: Towards value-sensitive design and co-evolving city life | 1-gen-2021 | Helbing, D.; Fanitabasi, F.; Giannotti, F.; Hanggli, R.; Hausladen, C. I.; van den Hoven, J.; Mahajan, S.; Pedreschi, D.; Pournaras, E. | |
| FairLens: Auditing black-box clinical decision support systems | 1-gen-2021 | Panigutti, C.; Perotti, A.; Panisson, A.; Bajardi, P.; Pedreschi, D. | |
| Give more data, awareness and control to individual citizens, and they will help COVID-19 containment | 1-gen-2021 | Nanni, M.; Andrienko, G.; Barabasi, A. -L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comande, G.; Conti, M.; Cote, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jimenez, D. M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A. | |
| GLocalX - From Local to Global Explanations of Black Box AI Models | 1-gen-2021 | Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca | |
| Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning | 1-gen-2021 | Guidotti, R.; Nanni, M.; Giannotti, F.; Pedreschi, D.; Bertoli, S.; Speciale, B.; Rapoport, H. | |
| Predicting seasonal influenza using supermarket retail records | 1-gen-2021 | Miliou, I.; Xiong, Xiong; Rinzivillo, S.; Zhang, Q.; Rossetti, G.; Giannotti, F.; Pedreschi, D.; Vespignani, A. | |
| (So) Big Data and the transformation of the city | 1-gen-2020 | Andrienko, Gennady; Andrienko, Natalia; Boldrini, Chiara; Caldarelli, Guido; Cintia, Paolo; Cresci, Stefano; Facchini, Angelo; Giannotti, Fosca; Gionis, Aristides; Guidotti, Riccardo; Mathioudakis, Michael; Muntean, Cristina Ioana; Pappalardo, Luca; Pedreschi, Dino; Pournaras, Evangelos; Pratesi, Francesca; Tesconi, Maurizio; Trasarti, Roberto | |
| Black Box Explanation by Learning Image Exemplars in the Latent Feature Space | 1-gen-2020 | Guidotti, Riccardo; Monreale, Anna; Matwin, Stan; Pedreschi, Dino | |
| Causal inference for social discrimination reasoning | 1-gen-2020 | Qureshi, B.; Kamiran, F.; Karim, A.; Ruggieri, S.; Pedreschi, D. | |
| Discovering Tourist Attractions of Cities Using Flickr and OpenStreetMap Data | 1-gen-2020 | Vaziri, Farzad; Nanni, Mirco; Matwin, Stan; Pedreschi, Dino |