Roberto Confalonieri
Orcid: 0000-0003-0936-2123Affiliations:
- Università degli Studi di Padova, Italy
- Free University of Bozen-Bolzano (UNIBZ), Italy (former)
According to our database1,
Roberto Confalonieri
authored at least 64 papers
between 2008 and 2024.
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Bibliography
2024
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions.
Inf. Fusion, 2024
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence.
IEEE Intell. Syst., 2024
An End-to-End Framework for the Classification of Hyperspectral Images in the Wood Domain.
IEEE Access, 2024
2023
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.
Inf. Fusion, November, 2023
Proceedings of the 9th Workshop on Formal and Cognitive Reasoning co-located with the 46th German Conference on Artificial Intelligence (KI 2023), 2023
2022
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems.
IEEE Comput. Intell. Mag., 2022
Proceedings of the Progress in Artificial Intelligence, 2022
Proceedings of the Knowledge Engineering and Knowledge Management, 2022
Proceedings of the 35th International Workshop on Description Logics (DL 2022) co-located with Federated Logic Conference (FLoC 2022), 2022
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol.
Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022
2021
WIREs Data Mining Knowl. Discov., 2021
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models.
Artif. Intell., 2021
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021
Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract).
Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), 2021
Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), 2021
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the 33rd International Workshop on Description Logics (DL 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), 2020
2019
What makes a good explanation? Cognitive dimensions of explaining intelligent machines.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Upward refinement operators for conceptual blending in the description logic ℰ ℒ<sup>++</sup>.
Ann. Math. Artif. Intell., 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
A Roadmap towards Tuneable Random Ontology Generation Via Probabilistic Generative Models.
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Concept Invention, 2018
Proceedings of the Concept Invention, 2018
2017
Proceedings of the PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30, 2017
Proceedings of the 30th International Workshop on Description Logics, 2017
Proceedings of the First International Workshop on Comprehensibility and Explanation in AI and ML 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017
2016
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Proceedings of the Joint Ontology Workshops 2016 Episode 2: The French Summer of Ontology co-located with the 9th International Conference on Formal Ontology in Information Systems (FOIS 2016), 2016
Proceedings of the Workshop on Computational Creativity, 2016
Proceedings of the 29th International Workshop on Description Logics, 2016
Proceedings of the Artificial Intelligence Research and Development, 2016
2015
Eng. Appl. Artif. Intell., 2015
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2015
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Upward Refinement for Conceptual Blending in Description Logic: An ASP-based Approach and Case Study in EL++.
Proceedings of the Joint Ontology Workshops 2015 Episode 1: The Argentine Winter of Ontology co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015
Proceedings of the Sixth International Conference on Computational Creativity, 2015
2014
Using possibilistic logic for modeling qualitative decision: Answer Set Programming algorithms.
Int. J. Approx. Reason., 2014
2013
Proceedings of the IECON 2013, 2013
Proceedings of the Electronic Visualisation and the Arts, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
Multiuser museum interactives for shared cultural experiences: an agent-based approach.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Ann. Math. Artif. Intell., 2012
Proceedings of the Modeling Decisions for Artificial Intelligence, 2012
Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming.
Proceedings of the Advances on Computational Intelligence, 2012
Proceedings of the Advances on Computational Intelligence, 2012
Proceedings of the First International Conference on Agreement Technologies, 2012
Proceedings of the First International Conference on Agreement Technologies, 2012
2011
The Role of preferences in logic programming: nonmonotonic reasoning, user preferences, decision under uncertainty.
PhD thesis, 2011
Fundam. Informaticae, 2011
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011
2010
Proceedings of the Foundations of Information and Knowledge Systems, 2010
2009
Proceedings of the Engineering Societies in the Agents World X, 2009
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009
2008
Proceedings of the Service-Oriented Computing: Agents, 2008