Giannotti, Fosca

13 publications

MLJ 2025 Counterfactual Ensembles for Interpretable Churn Prediction: From Real-World to Privacy-Preserving Synthetic Data Samuele Tonati, Marzio Di Vece, Fosca Giannotti, Roberto Pellungrini

NeurIPS 2025 Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts Andrea Pugnana, Riccardo Massidda, Francesco Giannini, Pietro Barbiero, Mateo Espinosa Zarlenga, Roberto Pellungrini, Gabriele Dominici, Fosca Giannotti, Davide Bacciu

IJCAI 2025 Human-AI Coevolution (Abstract Reprint) Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-László Barabási, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, János Kertész, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani

ECML-PKDD 2025 MAINLE: A Multi-Agent, Interactive, Natural Language Local Explainer of Classification Tasks Paulo Bruno S. Serafim, Rômulo Férrer Filho, Stenio Freitas, Gizem Gezici, Fosca Giannotti, Franco Raimondi, Alexandre Santos

IJCAI 2025 Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems Benedetta Muscato, Lucia C. Passaro, Gizem Gezici, Fosca Giannotti

ECML-PKDD 2024 Interpretable and Fair Mechanisms for Abstaining Classifiers Daphne Lenders, Andrea Pugnana, Roberto Pellungrini, Toon Calders, Dino Pedreschi, Fosca Giannotti

ECML-PKDD 2020 Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport

AAAI 2019 Meaningful Explanations of Black Box AI Decision Systems Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini

MLJ 2017 Tiles: An Online Algorithm for Community Discovery in Dynamic Social Networks Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti

ECML-PKDD 2012 AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems Ruilin Liu, Wendy Hui Wang, Anna Monreale, Dino Pedreschi, Fosca Giannotti, Wenge Guo

ECML-PKDD 2011 Traffic Jams Detection Using Flock Mining Rebecca Ong, Fabio Pinelli, Roberto Trasarti, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo, Fosca Giannotti

ECML-PKDD 2010 Exploring Real Mobility Data with M-Atlas Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti

ECML-PKDD 2004 Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings Jean-François Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi