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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
Balancing fairness and interpretability in clustering with FairParTree 1-gen-2026 Landi, Cristiano; Cascione, Alessio; Marchiori Manerba, Marta; Guidotti, Riccardo
Enhancing randomized recurrent neural networks with explainable attribution methods 1-gen-2026 Spinnato, Francesco; Ceni, Andrea; Cossu, Andrea; Guidotti, Riccardo; Gallicchio, Claudio; Bacciu, Davide
Bridging the gap in hybrid decision-making systems 1-gen-2025 Pellungrini, R.; Mazzoni, F.; Guidotti, R.
Group explainability through local approximation 1-gen-2025 Setzu, M.; Guidotti, R.; Pedreschi, D.; Giannotti, F.
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.
Preface to 7th International Workshop on Big Mobility Data Analytics (BMDA) 1-gen-2025 Nanni, M.; Pelekis, N.; Tampakis, P.; Zeitouni, K.; Sakr, M.; Renso, C.; Soares, A.; Artikis, A.; Theodoridis, Y.; Damiani, M. L.; Zissis, D.; Raffaetà, A.; Doulkeridis, C.; Kim, K. -S.; Ferhatosmanoglu, H.; Patroumpas, K.; Zeinalipour, D.; Coelho Da Silva, T. L.; Tserpes, K.; Andersen, N. S.; Pfoser, D.; Pappalardo, L.; Guidotti, R.; Kontopoulos, I.; Lu, H.; Nørvåg, K.; Andrienko, N.
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.
Treemob: expressive mobility data representation through tree-based structures 1-gen-2025 Fioravanti, M.; Cappuccio, E.; Rinzivillo, S.; Guidotti, R.
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