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XAI.it@AI*IA
2020
2021
2022
2023
2020
2023
Keyphrases
Publications
2023
Andrea Apicella
,
Salvatore Giugliano
,
Francesco Isgrò
,
Roberto Prevete
SHAP-based Explanations to Improve Classification Systems.
XAI.it@AI*IA
(2023)
Andrea Tocchetti
,
Jie Yang
,
Marco Brambilla
Rationale Trees: Towards a Formalization of Human Knowledge for Explainable Natural Language Processing.
XAI.it@AI*IA
(2023)
Caterina Borzillo
,
Alessio Ragno
,
Roberto Capobianco
Understanding Deep RL Agent Decisions: a Novel Interpretable Approach with Trainable Prototypes.
XAI.it@AI*IA
(2023)
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)
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)
Andrea Colombo
,
Laura Fiorenza
,
Sofia Mongardi
A Flexible Metric-Based Approach to Assess Neural Network Interpretability in Image Classification.
XAI.it@AI*IA
(2023)
Muhammad Suffian Nizami
,
Ilia Stepin
,
Jose Maria Alonso-Moral
,
Alessandro Bogliolo
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence.
XAI.it@AI*IA
(2023)
volume 3518, 2023
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
3518 (2023)
2022
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)
Simona Colucci
,
Francesco M. Donini
,
Eugenio Di Sciascio
A Human-readable Explanation for the Similarity of RDF Resources.
XAI.it@AI*IA
(2022)
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)
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).
XAI.it@AI*IA
(2022)
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)
Nina Spreitzer
,
Hinda Haned
,
Ilse van der Linden
Evaluating the Practicality of Counterfactual Explanations.
XAI.it@AI*IA
(2022)
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)
Andrea Apicella
,
Francesco Isgrò
,
Andrea Pollastro
,
Roberto Prevete
Toward the Application of XAI Methods in EEG-based Systems.
XAI.it@AI*IA
(2022)
Francesca Naretto
,
Francesco Bodria
,
Fosca Giannotti
,
Dino Pedreschi
Benchmark Analysis of Black Box Local Explanation Methods.
XAI.it@AI*IA
(2022)
volume 3277, 2022
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
3277 (2022)
2020
Laura Giordano
,
Valentina Gliozzi
,
Daniele Theseider Dupré
Towards a Conditional Interpretation of Self Organizing Maps.
XAI.it@AI*IA
(2020)
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)
Bruno Apolloni
,
Ernesto Damiani
Learning Simplified Functions to Understand.
XAI.it@AI*IA
(2020)
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)
Luca Capone
,
Marta Bertolaso
A Philosophical Approach for a Human-centered Explainable AI.
XAI.it@AI*IA
(2020)
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)
Ivan Donadello
,
Mauro Dragoni
SeXAI: Introducing Concepts into Black Boxes for Explainable Artificial Intelligence.
XAI.it@AI*IA
(2020)
Nazanin Fouladgar
,
Marjan Alirezaie
,
Kary Främling
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection.
XAI.it@AI*IA
(2020)
Stefania Costantini
,
Valentina Pitoni
Towards a Logic of "Inferable" for Self-Aware Transparent Logical Agents.
XAI.it@AI*IA
(2020)
Federico Maria Cau
,
Lucio Davide Spano
,
Nava Tintarev
Considerations for Applying Logical Reasoning to Explain Neural Network Outputs.
XAI.it@AI*IA
(2020)
Matteo Baldoni
,
Cristina Baroglio
,
Roberto Micalizio
,
Stefano Tedeschi
Is Explanation the Real Key Factor for Innovation?
XAI.it@AI*IA
(2020)
Roberta Calegari
,
Andrea Omicini
,
Giovanni Sartor
Argumentation and Logic Programming for Explainable and Ethical AI.
XAI.it@AI*IA
(2020)
Francesco Craighero
,
Alex Graudenzi
,
Fabrizio Angaroni
,
Fabio Stella
,
Marco Antoniotti
Understanding Deep Learning with Activation Pattern Diagrams.
XAI.it@AI*IA
(2020)
Pierangela Bruno
,
Cinzia Marte
,
Francesco Calimeri
Understanding Automatic COVID-19 Classification Using Chest X-ray images.
XAI.it@AI*IA
(2020)
volume 2742, 2020
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
2742 (2020)