GIANNOTTI, FOSCA Statistiche

GIANNOTTI, FOSCA  

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Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification 1-gen-2024 Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives 1-gen-2024 Muscato, Benedetta; Mala, CHANDANA SREE; MARCHIORI MANERBA, Marta; Gezici, Gizem; Giannotti, Fosca
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
Explainable for Trustworthy AI 1-gen-2023 Giannotti, Fosca; Naretto, Francesca; Bodria, Francesco
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
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