GIANNOTTI, Fosca
GIANNOTTI, Fosca
Classe di Scienze
A survey of methods for explaining black box models
2018 Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco; Giannotti, Fosca; Pedreschi, Dino
Algorithmic bias amplifies opinion fragmentation and polarization : a bounded confidence model
2019 Sîrbu, Alina; Pedreschi, Dino; Giannotti, Fosca; Kertész, János
Co-design of human-centered, explainable AI for clinical decision support
2023 Panigutti, Cecilia; Beretta, Andrea; Fadda, Daniele; Giannotti, Fosca; Pedreschi, Dino; Perotti, Alan; Rinzivillo, Salvatore
Data science at SoBigData: the European research infrastructure for social mining and big data analytics
2018 Grossi, Valerio; Rapisarda, Beatrice; Giannotti, Fosca; Pedreschi, Dino
Ethics of smart cities : towards value-sensitive design and co-evolving city life
2021 Helbing, Dirk; Fanitabasi, Farzam; Giannotti, Fosca; Hanggli, Regula; Hausladen, Carina I.; van den Hoven, Jeroen; Mahajan, Sachit; Pedreschi, Dino; Pournaras, Evangelos
Evaluating the privacy exposure of interpretable global explainers
2022 Naretto, Francesca; Monreale, Anna; Giannotti, Fosca
Explaining Socio-demographic and Behavioral Patterns of Vaccination against the Swine Flu (H1N1) Pandemic
2023 Punzi, Clara; Maslennikova, Aleksandra; Gezici, Gizem; Pellungrini, Roberto; Giannotti, Fosca
Factual and Counterfactual Explanations for Black Box Decision Making
2019 Guidotti, R.; Monreale, A.; Giannotti, F.; Pedreschi, D.; Ruggieri, S.; Turini, F.
Forecasting success via early adoptions analysis: a data-driven study
2017 Rossetti, Giulio; Milli, Letizia; Giannotti, Fosca; Pedreschi, Dino
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
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
2021 Setzu, M.; Guidotti, R.; Monreale, A.; Turini, F.; Pedreschi, D.; Giannotti, F.
Information diffusion in complex networks: The active/passive conundrum
2018 Milli, Letizia; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca
Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data
2019 Bertoli, Simone; Cintia, Paolo; Giannotti, Fosca; Madinier, Etienne; Ozden, Caglar; Packard, Michael; Pedreschi, Dino; Rapoport, Hillel; Sîrbu, Alina; Speciale, Biagio
Local Rule-Based Explanations of Black Box Decision Systems
2018 Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Pedreschi, Dino; Turini, Franco; Giannotti, Fosca
Market basket prediction using user-centric temporal annotated recurring sequences
2017 Guidotti, Riccardo; Rossetti, Giulio; Pappalardo, Luca; Giannotti, Fosca; Pedreschi, Dino
Meaningful Explanations of Black Box AI Decision Systems
2019 Pedreschi, Dino; Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco
NDlib: Studying Network Diffusion Dynamics
2017 Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore; Sirbu, Alina; Pedreschi, Dino; Giannotti, Fosca
Never drive alone: Boosting carpooling with network analysis
2017 Guidotti, Riccardo; Nanni, Mirco; Rinzivillo, Salvatore; Pedreschi, Dino; Giannotti, Fosca
Node-centric Community Discovery: From static to dynamic social network analysis
2017 Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca
Origin and destination attachment: study of cultural integration on Twitter
2022 Kim, Jisu; Sirbu, Alina; Giannotti, Fosca; Rossetti, Giulio; Rapoport, Hillel