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GUIDOTTI, RICCARDO

GUIDOTTI, RICCARDO  

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI  

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Risultati 1 - 20 di 28 (tempo di esecuzione: 0.042 secondi).
Titolo Data di pubblicazione Autore(i) File
Region-aware minimal counterfactual rules for model-agnostic explainable classification 1-gen-2025 Gagliardi, G.; Alfeo, A. L.; Guidotti, R.; Cimino, M. G. C. A.
SafeGen: safeguarding privacy and fairness through a genetic method 1-gen-2025 Cinquini, M.; Marchiori Manerba, M.; Mazzoni, F.; Pratesi, F.; Guidotti, R.
Shape-based methods in mobility data analysis: effectiveness and limitations 1-gen-2025 Landi, C.; Guidotti, R.
Counterfactual and prototypical explanations for tabular data via interpretable latent space 1-gen-2024 Piaggesi, S.; Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
Drifting explanations in continual learning 1-gen-2024 Cossu, A.; Spinnato, F.; Guidotti, R.; Bacciu, D.
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.
Correction to: Human migration: the big data perspective 1-gen-2021 Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C. I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R.
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.