RUGGIERI, SALVATORE Statistiche

RUGGIERI, SALVATORE  

DIPARTIMENTO DI INFORMATICA  

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Titolo Data di pubblicazione Autore(i) File
A Model-Agnostic Heuristics for Selective Classification 1-gen-2023 Pugnana, A.; Ruggieri, S.
Applied Data Science for Leasing Score Prediction 1-gen-2023 Cianci, Giuseppe; Goglia, Roberto; Guidotti, Riccardo; Kapllaj, Matteo; Mosca, Roberto; Pugnana, Andrea; Ricotti, Franco; Ruggieri, Salvatore
AUC-based Selective Classification 1-gen-2023 Pugnana, A.; Ruggieri, S.
Can We Trust Fair-AI? 1-gen-2023 Ruggieri, S.; Alvarez, J. M.; Pugnana, A.; State, L.; Turini, F.
Causal Fairness-Guided Dataset Reweighting using Neural Networks 1-gen-2023 Zhao, X.; Broelemann, K.; Ruggieri, S.; Kasneci, G.
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees 1-gen-2023 Setzu, Mattia; Ruggieri, Salvatore
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference 1-gen-2023 Ruggieri, S.; Alvarez, J. M.
Declarative Reasoning on Explanations Using Constraint Logic Programming 1-gen-2023 State, L.; Ruggieri, S.; Turini, F.
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness 1-gen-2023 Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars 1-gen-2023 Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S.
Fairness Implications of Encoding Protected Categorical Attributes 1-gen-2023 Mougan, C.; Alvarez, J. M.; Ruggieri, S.; Staab, S.
GenFair: A Genetic Fairness-Enhancing Data Generation Framework 1-gen-2023 Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore
Reason to Explain: Interactive Contrastive Explanations (REASONX) 1-gen-2023 State, L.; Ruggieri, S.; Turini, F.
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods 1-gen-2023 State, L.; Colmenarejo, A. B.; Beretta, A.; Ruggieri, S.; Turini, F.; Law, S.
Trustworthy AI at KDD Lab 1-gen-2023 Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria
Algorithmic Fairness 1-gen-2022 Ruggieri, Salvatore
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset 1-gen-2022 MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore
Discrimination data analysis 1-gen-2022 Ruggieri, Salvatore
Estimating the Total Volume of Queries to a Search Engine 1-gen-2022 Lillo, F.; Ruggieri, S.
Methods and tools for causal discovery and causal inference 1-gen-2022 Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J.