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XAI.it@AI*IA 2023: Roma, Italy

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Cataldo Musto, Riccardo Guidotti, Anna Monreale, Erasmo Purificato, Giovanni Semeraro:
Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), Roma, Italy, November 8, 2023. CEUR Workshop Proceedings 3518, CEUR-WS.org 2023

Long Papers

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  - conf/aiia/BorzilloRC23
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Caterina Borzillo, Alessio Ragno, Roberto Capobianco:
Understanding Deep RL Agent Decisions: a Novel Interpretable Approach with Trainable Prototypes. 1-14
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  - conf/aiia/ChatterjeeDKN23
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Soumick Chatterjee, Arnab Das, Rupali Khatun, Andreas Nürnberger:
Unboxing the Black-Box of Deep Learning Based Reconstruction of Undersampled MRIss. 15-28
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  - conf/aiia/Tocchetti0023
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Andrea Tocchetti, Jie Yang, Marco Brambilla:
Rationale Trees: Towards a Formalization of Human Knowledge for Explainable Natural Language Processing. 29-46
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  - conf/aiia/NizamiSAB23
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Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo:
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence. 47-66
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  - conf/aiia/ColucciNDPS23
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Simona Colucci, Tommaso Di Noia, Francesco M. Donini, Claudio Pomo, Eugenio Di Sciascio:
Irrelevant Explanations: a Logical Formalization and a Case Study. 67-75
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  - conf/aiia/0001GIP23
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Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete:
SHAP-based Explanations to Improve Classification Systems. 76-86
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  - conf/aiia/ColomboFM23
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Andrea Colombo, Laura Fiorenza, Sofia Mongardi:
A Flexible Metric-Based Approach to Assess Neural Network Interpretability in Image Classification. 87-98

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