GIANNOTTI, FOSCA Statistiche
GIANNOTTI, FOSCA
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
Dense Hebbian neural networks: A replica symmetric picture of supervised learning
2023-01-01 Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino
Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning
2023-01-01 Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D
Trustworthy AI at KDD Lab
2023-01-01 Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis
2023-01-01 Kim, J.; Pratesi, F.; Rossetti, G.; Sirbu, A.; Giannotti, F.
Characterising Different Communities of Twitter Users: Migrants and Natives
2022-01-01 Kim, J.; Sirbu, A.; Rossetti, G.; Giannotti, F.
Interpretable Latent Space to Enable Counterfactual Explanations
2022-01-01 Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
Transparent Latent Space Counterfactual Explanations for Tabular Data
2022-01-01 Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D
Twitter data for migration studies
2022-01-01 Kim, Jisu; Pollacci, Laura; Rossetti, Giulio; Sirbu, Alina; Giannotti, Fosca; Pedreschi, Dino
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
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.
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.
Digital Footprints of International Migration on Twitter
2020-01-01 Kim, J.; Sirbu, A.; Giannotti, F.; Gabrielli, L.
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks
2020-01-01 Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca
Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data
2019-01-01 Bertoli, Simone; Cintia, Paolo; Giannotti, Fosca; Madinier, Etienne; Ozden, Caglar; Packard, Michael; Pedreschi, Dino; Rapoport, Hillel; Sîrbu, Alina; Speciale, Biagio
Meaningful Explanations of Black Box AI Decision Systems
2019-01-01 Pedreschi, Dino; Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco
A survey of methods for explaining black box models
2018-01-01 Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco; Giannotti, Fosca; 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 | |
| Dense Hebbian neural networks: A replica symmetric picture of supervised learning | 1-gen-2023 | Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino | |
| Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning | 1-gen-2023 | Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D | |
| Trustworthy AI at KDD Lab | 1-gen-2023 | Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria | |
| Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis | 1-gen-2023 | Kim, J.; Pratesi, F.; Rossetti, G.; Sirbu, A.; Giannotti, F. | |
| Characterising Different Communities of Twitter Users: Migrants and Natives | 1-gen-2022 | Kim, J.; Sirbu, A.; Rossetti, G.; Giannotti, F. | |
| Interpretable Latent Space to Enable Counterfactual Explanations | 1-gen-2022 | Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D. | |
| Transparent Latent Space Counterfactual Explanations for Tabular Data | 1-gen-2022 | Bodria, F; Guidotti, R; Giannotti, F; Pedreschi, D | |
| Twitter data for migration studies | 1-gen-2022 | Kim, Jisu; Pollacci, Laura; Rossetti, Giulio; Sirbu, Alina; Giannotti, Fosca; Pedreschi, Dino | |
| 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 | |
| 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. | |
| 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. | |
| Digital Footprints of International Migration on Twitter | 1-gen-2020 | Kim, J.; Sirbu, A.; Giannotti, F.; Gabrielli, L. | |
| Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks | 1-gen-2020 | Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca | |
| Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data | 1-gen-2019 | Bertoli, Simone; Cintia, Paolo; Giannotti, Fosca; Madinier, Etienne; Ozden, Caglar; Packard, Michael; Pedreschi, Dino; Rapoport, Hillel; Sîrbu, Alina; Speciale, Biagio | |
| Meaningful Explanations of Black Box AI Decision Systems | 1-gen-2019 | Pedreschi, Dino; Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco | |
| A survey of methods for explaining black box models | 1-gen-2018 | Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco; Giannotti, Fosca; Pedreschi, Dino |