Roberto Confalonieri

87 papers A* 5A 2B 8C 8Misc 1Journal 27Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification. IJCNN Luca Bergamin, Roberto Confalonieri, Fabio Aiolli
2025	J	`jnl`	(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification. CoRR Luca Bergamin, Roberto Confalonieri, Fabio Aiolli
2025	J	`jnl`	Argumentation-Based Explainability for Legal AI: Comparative and Regulatory Perspectives. CoRR Andrada Iulia Prajescu, Roberto Confalonieri
2025	B	`conf`	CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs. IJCNN David Méndez, Gianpaolo Bontempo, Elisa Ficarra, Roberto Confalonieri, Natalia Díaz Rodríguez
2025	J	`jnl`	CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs. CoRR David Méndez, Gianpaolo Bontempo, Elisa Ficarra, Roberto Confalonieri, Natalia Díaz Rodríguez
2025	A*	`conf`	Categorical Explaining Functors: Ensuring Coherence in Logical Explanations. KR Stefano Fioravanti, Francesco Giannini, Pietro Barbiero, Paolo Frazzetto, Roberto Confalonieri, Fabio Zanasi, Nicolò Navarin
2025	A*	`conf`	Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models. AAAI Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães, Anders Imenes
2025	J	`jnl`	Iterative In-Context Learning to Enhance LLMs Abstract Reasoning: The Case-Study of Algebraic Tasks. CoRR Stefano Fioravanti, Matteo Zavatteri, Roberto Confalonieri, Kamyar Zeinalipour, Paolo Frazzetto, Alessandro Sperduti, Nicolò Navarin
2025	J	`jnl`	Publish to Perish: Prompt Injection Attacks on LLM-Assisted Peer Review. CoRR Matteo Gioele Collu, Umberto Salviati, Roberto Confalonieri, Mauro Conti, Giovanni Apruzzese
2024	J	`jnl`	An End-to-End Framework for the Classification of Hyperspectral Images in the Wood Domain. IEEE Access Roberto Confalonieri, Phyu Phyu Htun, Boyuan Sun, Tammam Tillo
2024	J	`jnl`	An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. IEEE Intell. Syst. Roberto Confalonieri, Jose Maria Alonso-Moral
2024	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2024	J	`jnl`	Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models. CoRR Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães, Anders Imenes
2024	—	`conf`	Integrating L0 regularization into Multi-layer Logical Perceptron for Interpretable Classification. OVERLAY Gonzalo Jaimovitch-López, Luca Bergamin, Fabio Aiolli, Roberto Confalonieri
2024	—	`ed.`	Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part I NeSy (1) Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner
2024	—	`ed.`	Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part II NeSy (2) Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner
2024	—	`ed.`	Proceedings of the 4th International Workshop on Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024. DAO-XAI@ECAI Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Dagmar Gromann, Andreas Holzinger
2024	J	`jnl`	The role of ontologies and knowledge in Explainable AI. Semantic Web Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Jose Maria Alonso-Moral, Shang-Ming Zhou
2023	—	`conf`	An Ontological Modelling of Prototype Theories. FCR@KI Daniele Porello, Guendalina Righetti, Nicolas Troquard, Roberto Confalonieri, Oliver Kutz
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2023	J	`jnl`	Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion Sajid Ali, Tamer AbuHmed, Shaker H. Ali El-Sappagh, Khan Muhammad, Jose Maria Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez, Francisco Herrera
2023	J	`jnl`	On the Multiple Roles of Ontologies in Explainable AI. CoRR Roberto Confalonieri, Giancarlo Guizzardi
2023	—	`ed.`	Proceedings of the 6th Workshop on Advances in Argumentation in Artificial Intelligence 2022 co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), Udine, Italy, November 28, 2022. AI³@AI*IA Roberto Confalonieri, Daniele Porello
2022	—	`conf`	A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol. DEXA Workshops Roberto Confalonieri, Andrea Janes
2022	Misc	`conf`	Almost Certain Termination for EPIA Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
2022	B	`conf`	Evaluating the Interpretability of Threshold Operators. EKAW Guendalina Righetti, Daniele Porello, Roberto Confalonieri
2022	—	`conf`	Evaluating the Interpretability of Tooth Expressions (Extended Abstract). Description Logics Guendalina Righetti, Daniele Porello, Roberto Confalonieri
2022	C	`ed.`	Proceedings of the 13th International Conference on Computational Creativity, ICCC 2022, Bozen-Bolzano, Italy, June 27 - July 1, 2022. ICCC Maria M. Hedblom, Anna Aurora Kantosalo, Roberto Confalonieri, Oliver Kutz, Tony Veale
2022	J	`jnl`	RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. IEEE Comput. Intell. Mag. Ludovik Coba, Roberto Confalonieri, Markus Zanker
2021	B	`conf`	A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. FUZZ-IEEE Ettore Mariotti, José Maria Alonso, Roberto Confalonieri
2021	—	`conf`	A Lightweight Approach For Wood Hyperspectral Images Classification. ICME Workshops Phyu Phyu Htun, Marco Boschetti, Attaullah Buriro, Roberto Confalonieri, Boyuan Sun, Ah Nge Htwe, Tammam Tillo
2021	J	`jnl`	A historical perspective of explainable Artificial Intelligence. WIREs Data Mining Knowl. Discov. Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold
2021	—	`ed.`	Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 18th to 19th, 2021 DAO-XAI Roberto Confalonieri, Oliver Kutz, Diego Calvanese
2021	—	`conf`	Towards Knowledge-driven Distillation and Explanation of Black-box Models. DAO-XAI Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
2021	—	`conf`	Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). DAO-XAI Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín
2021	J	`jnl`	Using ontologies to enhance human understandability of global post-hoc explanations of black-box models. Artif. Intell. Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín
2020	J	`jnl`	Blending under deconstruction. Ann. Math. Artif. Intell. Roberto Confalonieri, Oliver Kutz
2020	A	`conf`	TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models. ECAI Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín
2020	—	`conf`	Towards Even More Irresistible Axiom Weakening. Description Logics Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
2019	J	`jnl`	An Ontology-based Approach to Explaining Artificial Neural Networks. CoRR Roberto Confalonieri, Fermín Moscoso del Prado, Sebastia Agramunt, Daniel Malagarriga, Daniele Faggion, Tillman Weyde, Tarek R. Besold
2019	—	`ed.`	Joint Proceedings of the Workshops C3GI: The 7th International Workshop on Computational Creativity, Concept Invention, and General Intelligence ISD4: The 4th Image Schema Day, and SCORE: From Image Schemas to Cognitive Robotics, Bozen-Bolzano, Italy, December 13-15, 2018. TriCoLore (C3GI/ISD/SCORE) Oliver Kutz, Maria M. Hedblom, Tarek R. Besold, Roberto Confalonieri, Carlos León, Tony Veale, John A. Bateman
2019	B	`conf`	What makes a good explanation? Cognitive dimensions of explaining intelligent machines. CogSci Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto
2018	C	`conf`	A Roadmap towards Tuneable Random Ontology Generation Via Probabilistic Generative Models. KEOD Pietro Galliani, Oliver Kutz, Roberto Confalonieri
2018	J	`jnl`	A computational framework for conceptual blending. Artif. Intell. Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger
2018	—	`ch.`	Computational Aspects of Concept Invention. Concept Invention Roberto Confalonieri, Enric Plaza, Marco Schorlemmer
2018	—	`book`	Concept Invention - Foundations, Implementation, Social Aspects and Applications Concept Invention Roberto Confalonieri, Alison Pease, Marco Schorlemmer, Tarek R. Besold, Oliver Kutz, Ewen Maclean, Maximos Kaliakatsos-Papakostas
2018	—	`ch.`	Enabling Technologies for Concept Invention. Concept Invention Roberto Confalonieri, Tarek R. Besold, Mihai Codescu, Manfred Eppe
2018	—	`ed.`	Proceedings of the Joint Ontology Workshops 2017 Episode 3: The Tyrolean Autumn of Ontology, Bozen-Bolzano, Italy, September 21-23, 2017. JOWO Stefano Borgo, Oliver Kutz, Frank Loebe, Fabian Neuhaus, Kemo Adrian, Mihailo Antovic, Valerio Basile, Martin Boeker, Diego Calvanese, Tommaso Caselli, Giorgio Colombo, Roberto Confalonieri, Laura Daniele, Jérôme Euzenat, Antony Galton, Dagmar Gromann, Maria M. Hedblom, Heinrich Herre, Inge Hinterwaldner, Andrea Janes, Ludger Jansen, Kris Krois, Antonio Lieto, Claudio Masolo, Rafael Peñaloza, Daniele Porello, Daniele Paolo Radicioni, Emilio M. Sanfilippo, Daniel Schober, Rossella Stufano, Amanda Vizedom
2018	A*	`conf`	Repairing Ontologies via Axiom Weakening. AAAI Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
2018	A*	`conf`	Two Approaches to Ontology Aggregation Based on Axiom Weakening. IJCAI Daniele Porello, Nicolas Troquard, Rafael Peñaloza, Roberto Confalonieri, Pietro Galliani, Oliver Kutz
2018	J	`jnl`	Upward refinement operators for conceptual blending in the description logic ℰ ℒ Ann. Math. Artif. Intell. Roberto Confalonieri, Manfred Eppe, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza
2017	—	`conf`	Coherence, Similarity, and Concept Generalisation. Description Logics Roberto Confalonieri, Oliver Kutz, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Marco Schorlemmer, Nicolas Troquard
2017	J	`jnl`	Repairing Ontologies via Axiom Weakening. CoRR Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
2017	B	`conf`	Repairing Socially Aggregated Ontologies Using Axiom Weakening. PRIMA Daniele Porello, Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Rafael Peñaloza
2017	—	`conf`	Two Applications of Concept Refinement. CEx@AI*IA Roberto Confalonieri, Nicolas Troquard, Pietro Galliani, Oliver Kutz, Rafael Peñaloza, Daniele Porello
2016	C	`conf`	A Process Model for Concept Invention. ICCC Roberto Confalonieri, Enric Plaza, Marco Schorlemmer
2016	C	`conf`	An Argument-based Creative Assistant for Harmonic Blending. ICCC Maximos Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos
2016	J	`jnl`	An Argument-based Creative Assistant for Harmonic Blending. CoRR Maximos Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos
2016	—	`conf`	Coherent concept invention. C3GI@ESSLLI Marco Schorlemmer, Roberto Confalonieri, Enric Plaza
2016	—	`conf`	Conceptual Blending in EL++. Description Logics Roberto Confalonieri, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza, Manfred Eppe
2016	—	`conf`	Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network. CCIA Kemo Adrian, Paula Daniela Chocron, Roberto Confalonieri, Xavier Ferrer Aran, Jesús Giráldez-Cru
2016	—	`conf`	The Yoneda Path to the Buddhist Monk Blend. JOWO@FOIS Marco Schorlemmer, Roberto Confalonieri, Enric Plaza
2015	B	`conf`	ASP, Amalgamation, and the Conceptual Blending Workflow. LPNMR Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, W. Marco Schorlemmer, Enric Plaza
2015	A*	`conf`	Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger
2015	J	`jnl`	Engineering multiuser museum interactives for shared cultural experiences. Eng. Appl. Artif. Intell. Roberto Confalonieri, Matthew Yee-King, Katina Hazelden, Mark d'Inverno, Dave de Jonge, Nardine Osman, Carles Sierra, Leila Amgoud, Henri Prade
2015	—	`conf`	Upward Refinement for Conceptual Blending in Description Logic: An ASP-based Approach and Case Study in EL++. JOWO@IJCAI Roberto Confalonieri, Marco Schorlemmer, Enric Plaza, Manfred Eppe, Oliver Kutz, Rafael Peñaloza
2015	C	`conf`	Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. ICCC Roberto Confalonieri, Joseph Corneli, Alison Pease, Enric Plaza, Marco Schorlemmer
2014	J	`jnl`	Using possibilistic logic for modeling qualitative decision: Answer Set Programming algorithms. Int. J. Approx. Reason. Roberto Confalonieri, Henri Prade
2013	C	`conf`	An experience-based BDI logic: Motivating shared experiences and intentionality. IECON Nardine Osman, Mark d'Inverno, Carles Sierra, Leila Amgoud, Henri Prade, Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Katina Hazelden
2013	A	`conf`	Multiuser museum interactives for shared cultural experiences: an agent-based approach. AAMAS Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Katina Hazelden, Carles Sierra, Mark d'Inverno, Leila Amgoud, Nardine Osman
2013	—	`conf`	WeCurate: Enriching the Sociocultural Practices of the Museum Experience. EVA Katina Hazelden, Matthew Yee-King, Roberto Confalonieri, Fiammetta Ghedini, Carles Sierra, Mark d'Inverno
2013	—	`conf`	WeCurate: multiuser museum interactives for shared cultural experiences. CHI Extended Abstracts Katina Hazelden, Matthew Yee-King, Roberto Confalonieri, Carles Sierra, Fiammetta Ghedini, Dave de Jonge, Nardine Osman, Mark d'Inverno
2012	J	`jnl`	Dealing with explicit preferences and uncertainty in answer set programming. Ann. Math. Artif. Intell. Roberto Confalonieri, Juan Carlos Nieves, Mauricio Osorio, Javier Vázquez-Salceda
2012	—	`conf`	Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming. IPMU (1) Roberto Confalonieri, Henri Prade
2012	—	`conf`	Handling Uncertain User Preferences in a Context-Aware System. IPMU (2) Roberto Confalonieri, Hasier Iñan, Manel Palau
2012	B	`conf`	Sharing Online Cultural Experiences: An Argument-Based Approach. MDAI Leila Amgoud, Roberto Confalonieri, Dave de Jonge, Mark d'Inverno, Katina Hazelden, Nardine Osman, Henri Prade, Carles Sierra, Matthew Yee-King
2012	—	`conf`	Towards Community Browsing for Shared Experiences: The WeBrowse System. AT Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Nardine Osman, Katina Hazelden, Leila Amgoud, Henri Prade, Carles Sierra, Mark d'Inverno
2012	—	`conf`	WeCurate: Designing For Synchronised Browsing And Social Negotiation. AT Leila Amgoud, Roberto Confalonieri, Dave de Jonge, Mark d'Inverno, Katina Hazelden, Nardine Osman, Henri Prade, Carles Sierra, Matthew Yee-King
2011	J	`jnl`	A Possibilistic Argumentation Decision Making Framework with Default Reasoning. Fundam. Informaticae Juan Carlos Nieves, Roberto Confalonieri
2011	C	`conf`	Answer Set Programming for Computing Decisions Under Uncertainty. ECSQARU Roberto Confalonieri, Henri Prade
2011	C	`conf`	Handling Exceptions in Logic Programming without Negation as Failure. ECSQARU Roberto Confalonieri, Henri Prade, Juan Carlos Nieves
2011	J	`jnl`	Nested Preferences in Answer Set Programming. Fundam. Informaticae Roberto Confalonieri, Juan Carlos Nieves
2011	—	`—`	The Role of preferences in logic programming: nonmonotonic reasoning, user preferences, decision under uncertainty. Roberto Confalonieri
2010	—	`conf`	Possibilistic Semantics for Logic Programs with Ordered Disjunction. FoIKS Roberto Confalonieri, Juan Carlos Nieves, Mauricio Osorio, Javier Vázquez-Salceda
2009	—	`conf`	ALIVE: A Framework for Flexible and Adaptive Service Coordination. ESAW Joey Sik Chun Lam, Wamberto Weber Vasconcelos, Frank Guerin, David Corsar, Alison Chorley, Timothy J. Norman, Javier Vázquez-Salceda, Sofia Panagiotidi, Roberto Confalonieri, I. Gomez, S. Hidalgo, Sergio Álvarez-Napagao, Juan Carlos Nieves, M. Palau Roig, Luigi Ceccaroni, Huib Aldewereld, Virginia Dignum, Frank Dignum, Loris Penserini, Julian A. Padget, Marina De Vos, D. Andreou, Owen Cliffe, Athanasios Staikopoulos, Razvan Popescu, Siobhán Clarke, Paul Sergeant, Chris Reed, Thomas B. Quillinan, Kees Nieuwenhuis
2009	—	`conf`	Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction. AI*IA Roberto Confalonieri, Juan Carlos Nieves, Javier Vázquez-Salceda
2008	—	`conf`	A Middleware Architecture for Building Contract-Aware Agent-Based Services. SOCASE Roberto Confalonieri, Sergio Álvarez-Napagao, Sofia Panagiotidi, Javier Vázquez-Salceda, Steven Willmott