Guidotti, Riccardo

14 publications

ECML-PKDD 2025 Interpretable Instance-Based Learning Through Pairwise Distance Trees Andrea Fedele, Alessio Cascione, Riccardo Guidotti, Cristiano Landi

ECML-PKDD 2025 MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series Dawid Pludowski, Francesco Spinnato, Piotr Wilczynski, Krzysztof Kotowski, Evridiki Vasileia Ntagiou, Riccardo Guidotti, Przemyslaw Biecek

MLJ 2025 Region-Aware Minimal Counterfactual Rules for Model-Agnostic Explainable Classification Guido Gagliardi, Antonio Luca Alfeo, Riccardo Guidotti, Mario G. C. A. Cimino

MLJ 2025 SafeGen: Safeguarding Privacy and Fairness Through a Genetic Method Martina Cinquini, Marta Marchiori Manerba, Federico Mazzoni, Francesca Pratesi, Riccardo Guidotti

ECML-PKDD 2024 Data-Agnostic Pivotal Instances Selection for Decision-Making Models Alessio Cascione, Mattia Setzu, Riccardo Guidotti

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

AAAI 2024 Generative Model for Decision Trees Riccardo Guidotti, Anna Monreale, Mattia Setzu, Giulia Volpi

MLJ 2024 Solving Imbalanced Learning with Outlier Detection and Features Reduction Salvatore Lusito, Andrea Pugnana, Riccardo Guidotti

MLJ 2023 Explaining Short Text Classification with Diverse Synthetic Exemplars and Counter-Exemplars Orestis Lampridis, Laura State, Riccardo Guidotti, Salvatore Ruggieri

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

ECML-PKDD 2015 Mobility Mining for Journey Planning in Rome Michele Berlingerio, Veli Bicer, Adi Botea, Stefano Braghin, Nuno Lopes, Riccardo Guidotti, Francesca Pratesi