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ORCIDXAI.it@AI*IA 2020: Online Event
- Cataldo Musto, Daniele Magazzeni, Salvatore Ruggieri, Giovanni Semeraro:
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, XAI.it@AIxIA 2020, Online Event, November 25-26, 2020. CEUR Workshop Proceedings 2742, CEUR-WS.org 2020
Long Papers
- Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection. 1-13 - Bruno Apolloni, Ernesto Damiani:
Learning Simplified Functions to Understand. 14-28 - Pierangela Bruno
, Cinzia Marte, Francesco Calimeri:
Understanding Automatic COVID-19 Classification Using Chest X-ray images. 29-40 - Ivan Donadello, Mauro Dragoni:
SeXAI: Introducing Concepts into Black Boxes for Explainable Artificial Intelligence. 41-54 - Roberta Calegari, Andrea Omicini, Giovanni Sartor:
Argumentation and Logic Programming for Explainable and Ethical AI. 55-68 - Stefania Costantini, Valentina Pitoni:
Towards a Logic of "Inferable" for Self-Aware Transparent Logical Agents. 68-79
Short Papers
- Luca Capone, Marta Bertolaso:
A Philosophical Approach for a Human-centered Explainable AI. 80-86 - Matteo Baldoni, Cristina Baroglio, Roberto Micalizio, Stefano Tedeschi:
Is Explanation the Real Key Factor for Innovation? 87-95 - Federico Maria Cau, Lucio Davide Spano, Nava Tintarev:
Considerations for Applying Logical Reasoning to Explain Neural Network Outputs. 96-103 - Luca Marconi, Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni, Giancarlo Mauri, Francesco Epifania:
Approaching Explainable Recommendations for Personalized Social Learning: the Current Stage in the Educational Platform "WhoTeach". 104-111 - Fabio Massimo Zanzotto, Dario Onorati, Pierfrancesco Tommasino, Andrea Santilli, Leonardo Ranaldi, Francesca Fallucchi:
Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. 112-118 - Francesco Craighero, Alex Graudenzi, Fabrizio Angaroni, Fabio Stella, Marco Antoniotti:
Understanding Deep Learning with Activation Pattern Diagrams. 119-126 - Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré:
Towards a Conditional Interpretation of Self Organizing Maps. 127-134 - Carmelo Ardito, Yashar Deldjoo, Eugenio Di Sciascio, Fatemeh Nazary:
Interacting with Features: Visual Inspection of Black-box Fault Type Classification Systems in Electrical Grids. 135-141
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