GIANNOTTI, Fosca
GIANNOTTI, Fosca
Classe di Scienze
(So) Big Data and the transformation of the city
2021 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
A survey of methods for explaining black box models
2018 Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Turini, Franco; Giannotti, Fosca; Pedreschi, Dino
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification
2024 Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
Algorithmic bias amplifies opinion fragmentation and polarization : a bounded confidence model
2019 Sîrbu, Alina; Pedreschi, Dino; Giannotti, Fosca; Kertész, János
An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives
2024 Muscato, Benedetta; Mala, Chandana Sree; Manerba, M. M.; Gezici, Gizem; Giannotti, Fosca
Benchmarking and survey of explanation methods for black box models
2023 Bodria, Francesco; Giannotti, Fosca; Guidotti, R.; Naretto, Francesca; Pedreschi, Dino Codice Fiscale Calcolato; Rinzivillo, S.
Characterising Different Communities of Twitter Users : Migrants and Natives
2022 Kim, Jisu; Sirbu, Alina; Rossetti, Giulio; Giannotti, Fosca
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
Data science: a game changer for science and innovation
2021 Grossi, Valerio; Giannotti, Fosca; Pedreschi, Dino; Manghi, Paolo; Pagano, Pasquale; Assante, Massimiliano
Dense Hebbian neural networks : a replica symmetric picture of supervised learning
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
2023 Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino
Ensemble Counterfactual Explanations for Churn Analysis
In corso di stampa Tonati, Samuele; Pellungrini, Roberto; DI VECE, Marzio; Giannotti, Fosca
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
Explainable for Trustworthy AI
2023 Giannotti, Fosca; Naretto, Francesca; Bodria, Francesco
Explaining any time series classifier
2020 Guidotti, R.; Monreale, A.; Spinnato, Francesco; Pedreschi, Dino; 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
Exploring Large Language Models Capabilities to Explain Decision Trees
2024 Serafim, Paulo Bruno; Crescenzi, Pierluigi; Gezici, Gizem; Cappuccio, Eleonora; Rinzivillo, Salvatore; Giannotti, Fosca
Factual and Counterfactual Explanations for Black Box Decision Making
2019 Guidotti, R.; Monreale, A.; Giannotti, F.; Pedreschi, D.; Ruggieri, S.; Turini, F.