SETZU, MATTIA Statistiche
SETZU, MATTIA
DIPARTIMENTO DI INFORMATICA
Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification
2025-01-01 Cascione, Alessio; Setzu, Mattia; Galatolo, Federico A.; Cimino, Mario G. C. A.; Guidotti, Riccardo
Data-Agnostic Pivotal Instances Selection for Decision-Making Models
2024-01-01 Cascione, Alessio; Setzu, Mattia; Guidotti, Riccardo
Explainable Authorship Identification in Cultural Heritage Applications
2024-01-01 Setzu, M.; Corbara, S.; Monreale, A.; Moreo, A.; Sebastiani, F.
FairBelief - Assessing Harmful Beliefs in Language Models
2024-01-01 Setzu, Mattia; Marchiori Manerba, Marta; Minervini, Pasquale; Nozza, Debora
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers
2024-01-01 Fernandez, Guillermo; Guidotti, Riccardo; Giannotti, Fosca; Setzu, Mattia; Aledo, Juan A.; Gámez, Jose A.; Puerta, Jose M.
Generative Model for Decision Trees
2024-01-01 Guidotti, Riccardo; Monreale, Anna; Setzu, Mattia; Volpi, Giulia
Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems
2024-01-01 Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees
2023-01-01 Setzu, Mattia; Ruggieri, Salvatore
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
2023-01-01 Irtiza Tripto, Nafis; Uchendu, Adaku; Le, Thai; Setzu, Mattia; Giannotti, Fosca; Lee, Dongwon
Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems
2023-01-01 Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino
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
TRIPLEx: Triple Extraction for Explanation
2022-01-01 Setzu, M.; Monreale, A.; Minervini, P.
GLocalX - From Local to Global Explanations of Black Box AI Models
2021-01-01 Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca
Global Explanations with Local Scoring
2020-01-01 Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification | 1-gen-2025 | Cascione, Alessio; Setzu, Mattia; Galatolo, Federico A.; Cimino, Mario G. C. A.; Guidotti, Riccardo | |
| Data-Agnostic Pivotal Instances Selection for Decision-Making Models | 1-gen-2024 | Cascione, Alessio; Setzu, Mattia; Guidotti, Riccardo | |
| Explainable Authorship Identification in Cultural Heritage Applications | 1-gen-2024 | Setzu, M.; Corbara, S.; Monreale, A.; Moreo, A.; Sebastiani, F. | |
| FairBelief - Assessing Harmful Beliefs in Language Models | 1-gen-2024 | Setzu, Mattia; Marchiori Manerba, Marta; Minervini, Pasquale; Nozza, Debora | |
| FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers | 1-gen-2024 | Fernandez, Guillermo; Guidotti, Riccardo; Giannotti, Fosca; Setzu, Mattia; Aledo, Juan A.; Gámez, Jose A.; Puerta, Jose M. | |
| Generative Model for Decision Trees | 1-gen-2024 | Guidotti, Riccardo; Monreale, Anna; Setzu, Mattia; Volpi, Giulia | |
| Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems | 1-gen-2024 | Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino | |
| Correlation and Unintended Biases on Univariate and Multivariate Decision Trees | 1-gen-2023 | Setzu, Mattia; Ruggieri, Salvatore | |
| HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis | 1-gen-2023 | Irtiza Tripto, Nafis; Uchendu, Adaku; Le, Thai; Setzu, Mattia; Giannotti, Fosca; Lee, Dongwon | |
| Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems | 1-gen-2023 | Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino | |
| 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 | |
| TRIPLEx: Triple Extraction for Explanation | 1-gen-2022 | Setzu, M.; Monreale, A.; Minervini, P. | |
| GLocalX - From Local to Global Explanations of Black Box AI Models | 1-gen-2021 | Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca | |
| Global Explanations with Local Scoring | 1-gen-2020 | Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco |