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ORCIDXAI.it@AI*IA 2022: Udine, Italy
- Cataldo Musto, Riccardo Guidotti, Anna Monreale, Giovanni Semeraro:
Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022. CEUR Workshop Proceedings 3277, CEUR-WS.org 2022
Long Papers
- Andrea Apicella, Francesco Isgrò, Andrea Pollastro, Roberto Prevete:
Toward the Application of XAI Methods in EEG-based Systems. 1-15 - Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Tahir Mehmood, Ivan Serina:
On the Behaviour of BERT's Attention for the Classification of Medical Reports. 16-30 - Nina Spreitzer, Hinda Haned, Ilse van der Linden:
Evaluating the Practicality of Counterfactual Explanations. 31-50 - Erasmo Purificato, Saijal Shahania, Ernesto William De Luca:
Tell Me Why It's Fake: Developing an Explainable User Interface for a Fake News Detection System. 51-63 - Francesca Naretto, Francesco Bodria, Fosca Giannotti, Dino Pedreschi:
Benchmark Analysis of Black Box Local Explanation Methods. 73-87 - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez:
Ensemble Approaches for Graph Counterfactual Explanations. 88-97 - Simona Colucci, Francesco M. Donini, Eugenio Di Sciascio:
A Human-readable Explanation for the Similarity of RDF Resources. 88-103 - José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo:
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. 104-117
Short Papers
- Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré:
Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract). 64-72
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