Pedreschi, Dino

12 publications

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

MLJ 2024 Explaining Siamese Networks in Few-Shot Learning Andrea Fedele, Riccardo Guidotti, Dino Pedreschi

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

AAAI 2020 Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi

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

ECML-PKDD 2019 Black Box Explanation by Learning Image Exemplars in the Latent Feature Space Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi

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 2015 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou

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 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