RUGGIERI, SALVATORE Statistiche
RUGGIERI, SALVATORE
DIPARTIMENTO DI INFORMATICA
A Model-Agnostic Heuristics for Selective Classification
2023-01-01 Pugnana, A.; Ruggieri, S.
AUC-based Selective Classification
2023-01-01 Pugnana, A.; Ruggieri, S.
Can We Trust Fair-AI?
2023-01-01 Ruggieri, S.; Alvarez, J. M.; Pugnana, A.; State, L.; Turini, F.
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees
2023-01-01 Setzu, Mattia; Ruggieri, Salvatore
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference
2023-01-01 Ruggieri, S.; Alvarez, J. M.
Declarative Reasoning on Explanations Using Constraint Logic Programming
2023-01-01 State, L.; Ruggieri, S.; Turini, F.
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness
2023-01-01 Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars
2023-01-01 Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S.
Fairness Implications of Encoding Protected Categorical Attributes
2023-01-01 Mougan, C.; Alvarez, J. M.; Ruggieri, S.; Staab, S.
GenFair: A Genetic Fairness-Enhancing Data Generation Framework
2023-01-01 Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore
Reason to Explain: Interactive Contrastive Explanations (REASONX)
2023-01-01 State, L.; Ruggieri, S.; Turini, F.
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods
2023-01-01 State, L.; Colmenarejo, A. B.; Beretta, A.; Ruggieri, S.; Turini, F.; Law, S.
Trustworthy AI at KDD Lab
2023-01-01 Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Pedreschi, Dino; Pellungrini, Roberto; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Setzu, Mattia; Deluca, Rosaria
Algorithmic Fairness
2022-01-01 Ruggieri, Salvatore
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset
2022-01-01 MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore
Discrimination data analysis
2022-01-01 Ruggieri, Salvatore
Estimating the Total Volume of Queries to a Search Engine
2022-01-01 Lillo, F.; Ruggieri, S.
Methods and tools for causal discovery and causal inference
2022-01-01 Nogueira, A. R.; Pugnana, A.; Ruggieri, S.; Pedreschi, D.; Gama, J.
Predicting and explaining employee turnover intention
2022-01-01 Lazzari, M; Alvarez, Jm; Ruggieri, S
Profile/Profiling
2022-01-01 Ruggieri, Salvatore
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Model-Agnostic Heuristics for Selective Classification | 1-gen-2023 | Pugnana, A.; Ruggieri, S. | |
| 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. | |
| 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. | |
| Predicting and explaining employee turnover intention | 1-gen-2022 | Lazzari, M; Alvarez, Jm; Ruggieri, S | |
| Profile/Profiling | 1-gen-2022 | Ruggieri, Salvatore |