GUIDOTTI, RICCARDO Statistiche
GUIDOTTI, RICCARDO
DIPARTIMENTO DI INFORMATICA
Generative Model for Decision Trees
In corso di stampa Guidotti, Riccardo; Monreale, Anna; Setzu, Mattia; Volpi, Giulia
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.
Quantum clustering with k-Means: A hybrid approach
2024-01-01 Poggiali, Alessandro; Berti, Alessandro; Bernasconi, Anna; Del Corso, Gianna M.; Guidotti, Riccardo
A Protocol for Continual Explanation of SHAP
2023-01-01 Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
Benchmarking and survey of explanation methods for black box models
2023-01-01 Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023-01-01 Ali, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Ser, Javier Del; Díaz-Rodríguez, Natalia; Herrera, Francisco
Explaining Black-Boxes in Federated Learning
2023-01-01 Corbucci, L.; Guidotti, R.; Monreale, A.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars
2023-01-01 Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S.
GenFair: A Genetic Fairness-Enhancing Data Generation Framework
2023-01-01 Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore
Geolet: An Interpretable Model for Trajectory Classification
2023-01-01 Landi, C.; Spinnato, F.; Guidotti, R.; Monreale, A.; Nanni, M.
Handling Missing Values in Local Post-hoc Explainability
2023-01-01 Cinquini, M.; Giannotti, F.; Guidotti, R.; Mattei, A.
Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning
2023-01-01 Metta, C; Beretta, A; Guidotti, R; Yin, Y; Gallinari, P; Rinzivillo, S; Giannotti, F
Interpretable Data Partitioning Through Tree-Based Clustering Methods
2023-01-01 Guidotti, R.; Landi, C.; Beretta, A.; Fadda, D.; Nanni, M.
Quantum Feature Selection with Variance Estimation
2023-01-01 Poggiali, Alessandro; Bernasconi, Anna; Berti, Alessandro; Del Corso, Gianna; Guidotti, Riccardo
Solving imbalanced learning with outlier detection and features reduction
2023-01-01 Lusito, S.; Pugnana, A.; Guidotti, R.
Text to Time Series Representations: Towards Interpretable Predictive Models
2023-01-01 Poggioli, M.; Spinnato, F.; Guidotti, R.
The Trajectory Interval Forest Classifier for Trajectory Classification
2023-01-01 Landi, Cristiano; Guidotti, Riccardo; Nanni, Mirco; Monreale, Anna
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
Understanding Any Time Series Classifier with a Subsequence-based Explainer
2023-01-01 Spinnato, F; Guidotti, R; Monreale, A; Nanni, M; Pedreschi, D; Giannotti, F
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset
2022-01-01 MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Generative Model for Decision Trees | In corso di stampa | Guidotti, Riccardo; Monreale, Anna; Setzu, Mattia; Volpi, Giulia | |
| 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. | |
| Quantum clustering with k-Means: A hybrid approach | 1-gen-2024 | Poggiali, Alessandro; Berti, Alessandro; Bernasconi, Anna; Del Corso, Gianna M.; Guidotti, Riccardo | |
| A Protocol for Continual Explanation of SHAP | 1-gen-2023 | Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide | |
| Benchmarking and survey of explanation methods for black box models | 1-gen-2023 | Bodria, F; Giannotti, F; Guidotti, R; Naretto, F; Pedreschi, D; Rinzivillo, S | |
| Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence | 1-gen-2023 | Ali, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Ser, Javier Del; Díaz-Rodríguez, Natalia; Herrera, Francisco | |
| Explaining Black-Boxes in Federated Learning | 1-gen-2023 | Corbucci, L.; Guidotti, R.; Monreale, A. | |
| Explaining short text classification with diverse synthetic exemplars and counter-exemplars | 1-gen-2023 | Lampridis, O.; State, L.; Guidotti, R.; Ruggieri, S. | |
| GenFair: A Genetic Fairness-Enhancing Data Generation Framework | 1-gen-2023 | Mazzoni, Federico.; MARCHIORI MANERBA, Marta; Cinquini, Martina.; Guidotti, Riccardo; Ruggieri, Salvatore | |
| Geolet: An Interpretable Model for Trajectory Classification | 1-gen-2023 | Landi, C.; Spinnato, F.; Guidotti, R.; Monreale, A.; Nanni, M. | |
| Handling Missing Values in Local Post-hoc Explainability | 1-gen-2023 | Cinquini, M.; Giannotti, F.; Guidotti, R.; Mattei, A. | |
| Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning | 1-gen-2023 | Metta, C; Beretta, A; Guidotti, R; Yin, Y; Gallinari, P; Rinzivillo, S; Giannotti, F | |
| Interpretable Data Partitioning Through Tree-Based Clustering Methods | 1-gen-2023 | Guidotti, R.; Landi, C.; Beretta, A.; Fadda, D.; Nanni, M. | |
| Quantum Feature Selection with Variance Estimation | 1-gen-2023 | Poggiali, Alessandro; Bernasconi, Anna; Berti, Alessandro; Del Corso, Gianna; Guidotti, Riccardo | |
| Solving imbalanced learning with outlier detection and features reduction | 1-gen-2023 | Lusito, S.; Pugnana, A.; Guidotti, R. | |
| Text to Time Series Representations: Towards Interpretable Predictive Models | 1-gen-2023 | Poggioli, M.; Spinnato, F.; Guidotti, R. | |
| The Trajectory Interval Forest Classifier for Trajectory Classification | 1-gen-2023 | Landi, Cristiano; Guidotti, Riccardo; Nanni, Mirco; Monreale, Anna | |
| 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 | |
| Understanding Any Time Series Classifier with a Subsequence-based Explainer | 1-gen-2023 | Spinnato, F; Guidotti, R; Monreale, A; Nanni, M; Pedreschi, D; Giannotti, F | |
| Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset | 1-gen-2022 | MARCHIORI MANERBA, Marta; Guidotti, Riccardo; Passaro, Lucia; Ruggieri, Salvatore |