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GUIDOTTI, RICCARDO

GUIDOTTI, RICCARDO  

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

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Titolo Data di pubblicazione Autore(i) File
Interpretable machine learning for oral lesion diagnosis through prototypical instances identification 1-gen-2025 Cascione, A.; Setzu, M.; Galatolo, F. A.; Cimino, M. G. C. A.; Guidotti, R.
Multivariate asynchronous shapelets for imbalanced car crash predictions 1-gen-2025 Bianchi, M.; Spinnato, F.; Guidotti, R.; Maccagnola, D.; Bencini Farina, A.
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.
This sounds like that: explainable audio classification via prototypical parts 1-gen-2025 Fedele, A.; Guidotti, R.; Pedreschi, D.
A shape-based map matching approach for geographic transferability of discriminative subtrajectories 1-gen-2024 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.
Data-agnostic pivotal instances selection for decision-making models 1-gen-2024 Cascione, A.; Setzu, M.; Guidotti, R.
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.
Generative model for decision trees 1-gen-2024 Guidotti, R.; Monreale, A.; Setzu, M.; Volpi, G.
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
Explaining black-boxes in federated learning 1-gen-2023 Corbucci, L; Guidotti, R; Monreale, A
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
Interpretable data partitioning through tree-based clustering methods 1-gen-2023 Guidotti R.; Landi C.; Beretta A.; Fadda D.; Nanni M.
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
Bias discovery within human raters: a case study of the Jigsaw dataset 1-gen-2022 Manerba Marchiori, M.; Guidotti, R.; Passaro, L.; Ruggieri, S.