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.
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness
2023-01-01 Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S.
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.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars
2022-01-01 Lampridis, O.; State, L.; Guidotti, R.; 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
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022-01-01 Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F
Ensemble of Counterfactual Explainers
2021-01-01 Guidotti, R.; Ruggieri, S.
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
2021-01-01 Nanni, M.; Andrienko, G.; Barabasi, A. -L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comande, G.; Conti, M.; Cote, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jimenez, D. M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A.
Introduction to The Special Section on Bias and Fairness in AI
2021-01-01 Calders, Toon; Ntoutsi, Eirini; Pechenizkiy, Mykola; Rosenhahn, Bodo; Ruggieri, Salvatore
Towards a Digital Ecosystem of Trust: Ethical, Legal and Societal Implications
2021-01-01 van den Hoven, J.; Comandé, G.; Ruggieri, S.; Domingo-Ferrer, J.; Musiani, F.; Giannotti, F.; Pratesi, F.; Stauch, M.; Lishchuk, I.
Bias in data-driven artificial intelligence systems—An introductory survey
2020-01-01 Ntoutsi, E.; Fafalios, P.; Gadiraju, U.; Iosifidis, V.; Nejdl, W.; Vidal, M. -E.; Ruggieri, S.; Turini, F.; Papadopoulos, S.; Krasanakis, E.; Kompatsiaris, I.; Kinder-Kurlanda, K.; Wagner, C.; Karimi, F.; Fernandez, M.; Alani, H.; Berendt, B.; Kruegel, T.; Heinze, C.; Broelemann, K.; Kasneci, G.; Tiropanis, T.; Staab, S.
Causal inference for social discrimination reasoning
2020-01-01 Qureshi, B.; Kamiran, F.; Karim, A.; Ruggieri, S.; Pedreschi, D.
Educational ecosystems for Information Science: the case of the University of Pisa
2020-01-01 Casarosa, Vittore; Ruggieri, Salvatore; Salvatori, Enrica; Simi, Maria; Turbanti, Simona
| 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. | |
| Domain Adaptive Decision Trees: Implications for Accuracy and Fairness | 1-gen-2023 | Alvarez, J. M.; Scott, K. M.; Berendt, B.; Ruggieri, S. | |
| 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. | |
| Explaining short text classification with diverse synthetic exemplars and counter-exemplars | 1-gen-2022 | Lampridis, O.; State, L.; Guidotti, R.; 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 | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2022 | Guidotti, R; Monreale, A; Ruggieri, S; Naretto, F; Turini, F; Pedreschi, D; Giannotti, F | |
| Ensemble of Counterfactual Explainers | 1-gen-2021 | Guidotti, R.; Ruggieri, S. | |
| Give more data, awareness and control to individual citizens, and they will help COVID-19 containment | 1-gen-2021 | Nanni, M.; Andrienko, G.; Barabasi, A. -L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comande, G.; Conti, M.; Cote, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jimenez, D. M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A. | |
| Introduction to The Special Section on Bias and Fairness in AI | 1-gen-2021 | Calders, Toon; Ntoutsi, Eirini; Pechenizkiy, Mykola; Rosenhahn, Bodo; Ruggieri, Salvatore | |
| Towards a Digital Ecosystem of Trust: Ethical, Legal and Societal Implications | 1-gen-2021 | van den Hoven, J.; Comandé, G.; Ruggieri, S.; Domingo-Ferrer, J.; Musiani, F.; Giannotti, F.; Pratesi, F.; Stauch, M.; Lishchuk, I. | |
| Bias in data-driven artificial intelligence systems—An introductory survey | 1-gen-2020 | Ntoutsi, E.; Fafalios, P.; Gadiraju, U.; Iosifidis, V.; Nejdl, W.; Vidal, M. -E.; Ruggieri, S.; Turini, F.; Papadopoulos, S.; Krasanakis, E.; Kompatsiaris, I.; Kinder-Kurlanda, K.; Wagner, C.; Karimi, F.; Fernandez, M.; Alani, H.; Berendt, B.; Kruegel, T.; Heinze, C.; Broelemann, K.; Kasneci, G.; Tiropanis, T.; Staab, S. | |
| Causal inference for social discrimination reasoning | 1-gen-2020 | Qureshi, B.; Kamiran, F.; Karim, A.; Ruggieri, S.; Pedreschi, D. | |
| Educational ecosystems for Information Science: the case of the University of Pisa | 1-gen-2020 | Casarosa, Vittore; Ruggieri, Salvatore; Salvatori, Enrica; Simi, Maria; Turbanti, Simona |