GUIDOTTI, RICCARDO
GUIDOTTI, RICCARDO
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Explaining Siamese networks in few-shot learning
2024 Fedele, A.; Guidotti, R.; Pedreschi, D.
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Ali, Sajid; Abuhmed, Tamer; Elsappagh, Shaker; Muhammad, Khan; AlonsoMoral Jose, M; Confalonieri, Roberto; Guidotti, Riccardo; Del Ser, Javier; Díazrodríguez, Natalia; Herrera, Francisco
Solving imbalanced learning with outlier detection and features reduction
2023 Lusito S.; Pugnana A.; Guidotti R.
City indicators for geographical transfer learning: an application to crash prediction
2022 Nanni, M; Guidotti, R; Bonavita, A; Alamdari, Oi
Explainable AI for time series classification: a review, taxonomy and research directions
2022 Theissler, A.; Spinnato, F.; Schlegel, U.; Guidotti, R.
Explaining short text classification with diverse synthetic exemplars and counter-exemplars
2022 Lampridis, O; State, L; Guidotti, R; Ruggieri, S
Exploiting auto-encoders for explaining black-box classifiers
2022 Guidotti, R.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022 Guidotti, R.; Monreale, A.; Ruggieri, S.; Naretto, F.; Turini, F.; Pedreschi, D.; Giannotti, F.
Individual and collective stop-based adaptive trajectory segmentation
2021 Bonavita A.; Guidotti R.; Nanni M.
Matrix profile-based interpretable time series classifier
2021 Guidotti, R.; D'Onofrio, M.
(So) Big Data and the transformation of the city
2020 Andrienko G.; Andrienko N.; Boldrini C.; Caldarelli G.; Cintia P.; Cresci S.; Facchini A.; Giannotti F.; Gionis A.; Guidotti R.; Mathioudakis M.; Muntean C.I.; Pappalardo L.; Pedreschi D.; Pournaras E.; Pratesi F.; Tesconi M.; Trasarti R.
Evaluating local explanation methods on ground truth
2020 Guidotti, R.
Human migration: the big data perspective
2020 Sîrbu, A; Andrienko, G; Andrienko, N; Boldrini, C; Conti, M; Giannotti, F; Guidotti, R; Bertoli, S; Kim, J; Muntean, Ci; Pappalardo, L; Passarella, A; Pedreschi, D; Pollacci, L; Pratesi, F; Sharma, R
A survey of methods for explaining black box models
2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
Factual and counterfactual explanations for black box decision making
2019 Guidotti, R; Monreale, A; Giannotti, F; Pedreschi, D; Ruggieri, S; Turini, F
Personalized market basket prediction with temporal annotated recurring sequences
2019 Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D
The AI black box explanation problem
2019 Guidotti, R; Monreale, A; Pedreschi, D
The italian music superdiversity. Geography, emotion and language: one resource to find them, one resource to rule them all
2019 Pollacci, L; Guidotti, R; Rossetti, G; Giannotti, F; Pedreschi, D
Discovering temporal regularities in retail customers' shopping behavior
2018 Guidotti, R; Gabrielli, L; Monreale, A; Pedreschi, D; Giannotti, F
MyWay: location prediction via mobility profiling
2017 Trasarti R.; Guidotti R.; Monreale A.; Giannotti F.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Explaining Siamese networks in few-shot learning | 1-gen-2024 | Fedele, A.; Guidotti, R.; Pedreschi, D. | |
| Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence | 1-gen-2023 | Ali, Sajid; Abuhmed, Tamer; Elsappagh, Shaker; Muhammad, Khan; AlonsoMoral Jose, M; Confalonieri, Roberto; Guidotti, Riccardo; Del Ser, Javier; Díazrodríguez, Natalia; Herrera, Francisco | |
| Solving imbalanced learning with outlier detection and features reduction | 1-gen-2023 | Lusito S.; Pugnana A.; Guidotti R. | |
| City indicators for geographical transfer learning: an application to crash prediction | 1-gen-2022 | Nanni, M; Guidotti, R; Bonavita, A; Alamdari, Oi | |
| Explainable AI for time series classification: a review, taxonomy and research directions | 1-gen-2022 | Theissler, A.; Spinnato, F.; Schlegel, U.; Guidotti, R. | |
| Explaining short text classification with diverse synthetic exemplars and counter-exemplars | 1-gen-2022 | Lampridis, O; State, L; Guidotti, R; Ruggieri, S | |
| Exploiting auto-encoders for explaining black-box classifiers | 1-gen-2022 | Guidotti, R. | |
| 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. | |
| Individual and collective stop-based adaptive trajectory segmentation | 1-gen-2021 | Bonavita A.; Guidotti R.; Nanni M. | |
| Matrix profile-based interpretable time series classifier | 1-gen-2021 | Guidotti, R.; D'Onofrio, M. | |
| (So) Big Data and the transformation of the city | 1-gen-2020 | Andrienko G.; Andrienko N.; Boldrini C.; Caldarelli G.; Cintia P.; Cresci S.; Facchini A.; Giannotti F.; Gionis A.; Guidotti R.; Mathioudakis M.; Muntean C.I.; Pappalardo L.; Pedreschi D.; Pournaras E.; Pratesi F.; Tesconi M.; Trasarti R. | |
| Evaluating local explanation methods on ground truth | 1-gen-2020 | Guidotti, R. | |
| Human migration: the big data perspective | 1-gen-2020 | Sîrbu, A; Andrienko, G; Andrienko, N; Boldrini, C; Conti, M; Giannotti, F; Guidotti, R; Bertoli, S; Kim, J; Muntean, Ci; Pappalardo, L; Passarella, A; Pedreschi, D; Pollacci, L; Pratesi, F; Sharma, R | |
| A survey of methods for explaining black box models | 1-gen-2019 | Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D. | |
| Factual and counterfactual explanations for black box decision making | 1-gen-2019 | Guidotti, R; Monreale, A; Giannotti, F; Pedreschi, D; Ruggieri, S; Turini, F | |
| Personalized market basket prediction with temporal annotated recurring sequences | 1-gen-2019 | Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D | |
| The AI black box explanation problem | 1-gen-2019 | Guidotti, R; Monreale, A; Pedreschi, D | |
| The italian music superdiversity. Geography, emotion and language: one resource to find them, one resource to rule them all | 1-gen-2019 | Pollacci, L; Guidotti, R; Rossetti, G; Giannotti, F; Pedreschi, D | |
| Discovering temporal regularities in retail customers' shopping behavior | 1-gen-2018 | Guidotti, R; Gabrielli, L; Monreale, A; Pedreschi, D; Giannotti, F | |
| MyWay: location prediction via mobility profiling | 1-gen-2017 | Trasarti R.; Guidotti R.; Monreale A.; Giannotti F. |