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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