Roberto Confalonieri

Orcid: 0000-0003-0936-2123

Affiliations:
  • 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.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
The role of ontologies and knowledge in Explainable AI.
Semantic Web, 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

On the Multiple Roles of Ontologies in Explainable AI.
CoRR, 2023

An Ontological Modelling of Prototype Theories.
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

Almost Certain Termination for <i>ALC</i> Weakening.
Proceedings of the Progress in Artificial Intelligence, 2022

Evaluating the Interpretability of Threshold Operators.
Proceedings of the Knowledge Engineering and Knowledge Management, 2022

Evaluating the Interpretability of Tooth Expressions (Extended Abstract).
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
A historical perspective of explainable Artificial Intelligence.
WIREs Data Mining Knowl. Discov., 2021

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models.
Artif. Intell., 2021

A Lightweight Approach For Wood Hyperspectral Images Classification.
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

Towards Knowledge-driven Distillation and Explanation of Black-box Models.
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
Blending under deconstruction.
Ann. Math. Artif. Intell., 2020

TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models.
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

Towards Even More Irresistible Axiom Weakening.
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
An Ontology-based Approach to Explaining Artificial Neural Networks.
CoRR, 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

A computational framework for conceptual blending.
Artif. Intell., 2018

Two Approaches to Ontology Aggregation Based on Axiom Weakening.
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

Repairing Ontologies via Axiom Weakening.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Computational Aspects of Concept Invention.
Proceedings of the Concept Invention, 2018

Enabling Technologies for Concept Invention.
Proceedings of the Concept Invention, 2018

2017
Repairing Socially Aggregated Ontologies Using Axiom Weakening.
Proceedings of the PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30, 2017

Coherence, Similarity, and Concept Generalisation.
Proceedings of the 30th International Workshop on Description Logics, 2017

Two Applications of Concept Refinement.
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
An Argument-based Creative Assistant for Harmonic Blending.
Proceedings of the Seventh International Conference on Computational Creativity, 2016

A Process Model for Concept Invention.
Proceedings of the Seventh International Conference on Computational Creativity, 2016

The Yoneda Path to the Buddhist Monk Blend.
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

Coherent concept invention.
Proceedings of the Workshop on Computational Creativity, 2016

Conceptual Blending in EL++.
Proceedings of the 29th International Workshop on Description Logics, 2016

Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network.
Proceedings of the Artificial Intelligence Research and Development, 2016

2015
Engineering multiuser museum interactives for shared cultural experiences.
Eng. Appl. Artif. Intell., 2015

ASP, Amalgamation, and the Conceptual Blending Workflow.
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

Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity.
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
An experience-based BDI logic: Motivating shared experiences and intentionality.
Proceedings of the IECON 2013, 2013

WeCurate: Enriching the Sociocultural Practices of the Museum Experience.
Proceedings of the Electronic Visualisation and the Arts, 2013

WeCurate: multiuser museum interactives for shared cultural experiences.
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
Dealing with explicit preferences and uncertainty in answer set programming.
Ann. Math. Artif. Intell., 2012

Sharing Online Cultural Experiences: An Argument-Based Approach.
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

Handling Uncertain User Preferences in a Context-Aware System.
Proceedings of the Advances on Computational Intelligence, 2012

Towards Community Browsing for Shared Experiences: The WeBrowse System.
Proceedings of the First International Conference on Agreement Technologies, 2012

WeCurate: Designing For Synchronised Browsing And Social Negotiation.
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

A Possibilistic Argumentation Decision Making Framework with Default Reasoning.
Fundam. Informaticae, 2011

Nested Preferences in Answer Set Programming.
Fundam. Informaticae, 2011

Handling Exceptions in Logic Programming without Negation as Failure.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Answer Set Programming for Computing Decisions Under Uncertainty.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010
Possibilistic Semantics for Logic Programs with Ordered Disjunction.
Proceedings of the Foundations of Information and Knowledge Systems, 2010

2009

Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
A Middleware Architecture for Building Contract-Aware Agent-Based Services.
Proceedings of the Service-Oriented Computing: Agents, 2008


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