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Found 33 publication records. Showing 33 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Andrea Apicella 0001, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete |
SHAP-based Explanations to Improve Classification Systems.  |
XAI.it@AI*IA  |
2023 |
DBLP BibTeX RDF |
|
| 1 | Andrea Tocchetti, Jie Yang 0028, Marco Brambilla 0001 |
Rationale Trees: Towards a Formalization of Human Knowledge for Explainable Natural Language Processing. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Caterina Borzillo, Alessio Ragno, Roberto Capobianco |
Understanding Deep RL Agent Decisions: a Novel Interpretable Approach with Trainable Prototypes. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
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| 1 | Cataldo Musto, Riccardo Guidotti, Anna Monreale, Erasmo Purificato, Giovanni Semeraro (eds.) |
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. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
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| 1 | Simona Colucci, Tommaso Di Noia, Francesco M. Donini, Claudio Pomo, Eugenio Di Sciascio |
Irrelevant Explanations: a Logical Formalization and a Case Study. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Soumick Chatterjee, Arnab Das, Rupali Khatun, Andreas Nürnberger |
Unboxing the Black-Box of Deep Learning Based Reconstruction of Undersampled MRIss. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
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| 1 | Andrea Colombo, Laura Fiorenza, Sofia Mongardi |
A Flexible Metric-Based Approach to Assess Neural Network Interpretability in Image Classification. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
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| 1 | Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo |
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence. |
XAI.it@AI*IA |
2023 |
DBLP BibTeX RDF |
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| 1 | 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. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Simona Colucci, Francesco M. Donini, Eugenio Di Sciascio |
A Human-readable Explanation for the Similarity of RDF Resources. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
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| 1 | Luca Putelli, Alfonso Emilio Gerevini, Alberto Lavelli, Tahir Mehmood, Ivan Serina |
On the Behaviour of BERT's Attention for the Classification of Medical Reports. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
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| 1 | Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano 0001, Valentina Gliozzi, Daniele Theseider Dupré |
Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract). |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
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| 1 | 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. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
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| 1 | Cataldo Musto, Riccardo Guidotti, Anna Monreale, Giovanni Semeraro (eds.) |
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. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Nina Spreitzer, Hinda Haned, Ilse van der Linden |
Evaluating the Practicality of Counterfactual Explanations. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
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| 1 | Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez |
Ensemble Approaches for Graph Counterfactual Explanations. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Andrea Apicella 0001, Francesco Isgrò, Andrea Pollastro, Roberto Prevete |
Toward the Application of XAI Methods in EEG-based Systems. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Francesca Naretto, Francesco Bodria, Fosca Giannotti, Dino Pedreschi |
Benchmark Analysis of Black Box Local Explanation Methods. |
XAI.it@AI*IA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Laura Giordano 0001, Valentina Gliozzi, Daniele Theseider Dupré |
Towards a Conditional Interpretation of Self Organizing Maps. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Carmelo Ardito, Yashar Deldjoo, Eugenio Di Sciascio, Fatemeh Nazary |
Interacting with Features: Visual Inspection of Black-box Fault Type Classification Systems in Electrical Grids. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Bruno Apolloni, Ernesto Damiani |
Learning Simplified Functions to Understand. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | 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". |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Luca Capone, Marta Bertolaso |
A Philosophical Approach for a Human-centered Explainable AI. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | 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. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ivan Donadello, Mauro Dragoni |
SeXAI: Introducing Concepts into Black Boxes for Explainable Artificial Intelligence. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Nazanin Fouladgar, Marjan Alirezaie, Kary Främling |
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Stefania Costantini, Valentina Pitoni |
Towards a Logic of "Inferable" for Self-Aware Transparent Logical Agents. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Federico Maria Cau, Lucio Davide Spano, Nava Tintarev |
Considerations for Applying Logical Reasoning to Explain Neural Network Outputs. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Cataldo Musto, Daniele Magazzeni, Salvatore Ruggieri, Giovanni Semeraro (eds.) |
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. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Matteo Baldoni, Cristina Baroglio, Roberto Micalizio, Stefano Tedeschi 0001 |
Is Explanation the Real Key Factor for Innovation? |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Roberta Calegari, Andrea Omicini, Giovanni Sartor |
Argumentation and Logic Programming for Explainable and Ethical AI. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Francesco Craighero, Alex Graudenzi, Fabrizio Angaroni, Fabio Stella, Marco Antoniotti |
Understanding Deep Learning with Activation Pattern Diagrams. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Pierangela Bruno, Cinzia Marte, Francesco Calimeri |
Understanding Automatic COVID-19 Classification Using Chest X-ray images. |
XAI.it@AI*IA |
2020 |
DBLP BibTeX RDF |
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