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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
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
Counterfactual explanations and how to find them: literature review and benchmarking 1-gen-2022 Guidotti; Riccardo
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions 1-gen-2022 Theissler, Andreas; Spinnato, Francesco; Schlegel, Udo; Guidotti, Riccardo
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, Riccardo; Guidotti, Riccardo
Stable and actionable explanations of black-box models through factual and counterfactual rules 1-gen-2022 Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore; Naretto, Francesca; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca
Evaluating local explanation methods on ground truth 1-gen-2021 Guidotti, Riccardo; Guidotti, Riccardo
GLocalX - From Local to Global Explanations of Black Box AI Models 1-gen-2021 Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca
GLocalX-From Local to Global Explanations of Black Box AI Models 1-gen-2021 Setzu; Mattia;Guidotti; Riccardo;Monreale; Anna;Turini; Franco;Pedreschi; Dino;Giannotti; Fosca
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, Riccardo; D'Onofrio, Matteo
(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.
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 C.I.; 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