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ORCIDRoberto Confalonieri 0001
Person information
- affiliation: Università degli Studi di Padova, Italy
- affiliation (former): Free University of Bozen-Bolzano (UNIBZ), Italy
Other persons with the same name
- Roberto Confalonieri 0002 — Università degli Studi di Milano, Italy
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2020 – today
- 2024
[j16]Roberto Confalonieri
, Phyu Phyu Htun, Boyuan Sun, Tammam Tillo:
An End-to-End Framework for the Classification of Hyperspectral Images in the Wood Domain. IEEE Access 12: 38908-38916 (2024)- [j15]Roberto Confalonieri, Jose Maria Alonso-Moral:
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. IEEE Intell. Syst. 39(1): 18-28 (2024) - [j14]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:
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion 106: 102301 (2024) - [j13]Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Jose Maria Alonso-Moral, Shang-Ming Zhou:
The role of ontologies and knowledge in Explainable AI. Semantic Web 15(4): 933-936 (2024) - [e8]Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner:
Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14979, Springer 2024, ISBN 978-3-031-71166-4 [contents] - [e7]Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner:
Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14980, Springer 2024, ISBN 978-3-031-71169-5 [contents] - 2023
- [j12]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:
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion 99: 101805 (2023) - [c43]Daniele Porello, Guendalina Righetti, Nicolas Troquard, Roberto Confalonieri, Oliver Kutz:
An Ontological Modelling of Prototype Theories. FCR@KI 2023: 20-31 - [e6]Roberto Confalonieri, Daniele Porello:
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. CEUR Workshop Proceedings 3354, CEUR-WS.org 2023 [contents] - [i5]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:
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR abs/2310.19775 (2023) - [i4]Roberto Confalonieri, Giancarlo Guizzardi:
On the Multiple Roles of Ontologies in Explainable AI. CoRR abs/2311.04778 (2023) - 2022
- [j11]Ludovik Coba, Roberto Confalonieri, Markus Zanker:
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. IEEE Comput. Intell. Mag. 17(1): 46-58 (2022) - [c42]Roberto Confalonieri, Andrea Janes:
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol. DEXA Workshops 2022: 221-231 - [c41]Guendalina Righetti, Daniele Porello, Roberto Confalonieri:
Evaluating the Interpretability of Tooth Expressions (Extended Abstract). Description Logics 2022 - [c40]Guendalina Righetti, Daniele Porello, Roberto Confalonieri:
Evaluating the Interpretability of Threshold Operators. EKAW 2022: 136-151 - [c39]Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard:
Almost Certain Termination for ALC Weakening. EPIA 2022: 663-675 - [e5]Maria M. Hedblom, Anna Aurora Kantosalo, Roberto Confalonieri, Oliver Kutz, Tony Veale:
Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27 - July 1, 2022. Association for Computational Creativity (ACC) 2022, ISBN 978-989-54160-4-2 [contents] - 2021
- [j10]Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín:
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models. Artif. Intell. 296: 103471 (2021) - [j9]Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold:
A historical perspective of explainable Artificial Intelligence. WIREs Data Mining Knowl. Discov. 11(1) (2021) - [c38]Ettore Mariotti, José Maria Alonso, Roberto Confalonieri:
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. FUZZ-IEEE 2021: 1-6 - [c37]Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard:
Towards Knowledge-driven Distillation and Explanation of Black-box Models. DAO-XAI 2021 - [c36]Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín:
Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). DAO-XAI 2021 - [c35]Phyu Phyu Htun, Marco Boschetti, Attaullah Buriro, Roberto Confalonieri, Boyuan Sun, Ah Nge Htwe, Tammam Tillo:
A Lightweight Approach For Wood Hyperspectral Images Classification. ICME Workshops 2021: 1-4 - [e4]Roberto Confalonieri, Oliver Kutz, Diego Calvanese:
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. CEUR Workshop Proceedings 2998, CEUR-WS.org 2021 [contents] - 2020
- [j8]Roberto Confalonieri, Oliver Kutz:
Blending under deconstruction. Ann. Math. Artif. Intell. 88(5-6): 479-516 (2020) - [c34]Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard:
Towards Even More Irresistible Axiom Weakening. Description Logics 2020 - [c33]Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín:
TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models. ECAI 2020: 2457-2464
2010 – 2019
- 2019
- [c32]Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto:
What makes a good explanation? Cognitive dimensions of explaining intelligent machines. CogSci 2019: 25-26 - [e3]Oliver Kutz, Maria M. Hedblom, Tarek R. Besold, Roberto Confalonieri, Carlos León, Tony Veale, John A. Bateman:
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. CEUR Workshop Proceedings 2347, CEUR-WS.org 2019 [contents] - [i3]Roberto Confalonieri, Fermín Moscoso del Prado, Sebastia Agramunt, Daniel Malagarriga, Daniele Faggion, Tillman Weyde, Tarek R. Besold:
An Ontology-based Approach to Explaining Artificial Neural Networks. CoRR abs/1906.08362 (2019) - 2018
- [j7]Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger:
A computational framework for conceptual blending. Artif. Intell. 256: 105-129 (2018) - [j6]Roberto Confalonieri, Manfred Eppe, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza:
Upward refinement operators for conceptual blending in the description logic ℰ ℒ++. Ann. Math. Artif. Intell. 82(1-3): 69-99 (2018) - [c31]Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz:
Repairing Ontologies via Axiom Weakening. AAAI 2018: 1981-1988 - [c30]Pietro Galliani, Oliver Kutz, Roberto Confalonieri:
A Roadmap towards Tuneable Random Ontology Generation Via Probabilistic Generative Models. KEOD 2018: 349-355 - [c29]Daniele Porello, Nicolas Troquard, Rafael Peñaloza, Roberto Confalonieri, Pietro Galliani, Oliver Kutz:
Two Approaches to Ontology Aggregation Based on Axiom Weakening. IJCAI 2018: 1942-1948 - [p2]Roberto Confalonieri, Enric Plaza, Marco Schorlemmer:
Computational Aspects of Concept Invention. Concept Invention 2018: 31-67 - [p1]Roberto Confalonieri, Tarek R. Besold, Mihai Codescu, Manfred Eppe:
Enabling Technologies for Concept Invention. Concept Invention 2018: 189-219 - [e2]Roberto Confalonieri, Alison Pease, Marco Schorlemmer, Tarek R. Besold, Oliver Kutz, Ewen Maclean, Maximos A. Kaliakatsos-Papakostas:
Concept Invention - Foundations, Implementation, Social Aspects and Applications. Springer 2018, ISBN 978-3-319-65601-4 [contents] - [e1]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:
Proceedings of the Joint Ontology Workshops 2017 Episode 3: The Tyrolean Autumn of Ontology, Bozen-Bolzano, Italy, September 21-23, 2017. CEUR Workshop Proceedings 2050, CEUR-WS.org 2018 [contents] - 2017
- [c28]Roberto Confalonieri, Nicolas Troquard, Pietro Galliani, Oliver Kutz, Rafael Peñaloza, Daniele Porello:
Two Applications of Concept Refinement. CEx@AI*IA 2017 - [c27]Roberto Confalonieri, Oliver Kutz, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Marco Schorlemmer, Nicolas Troquard:
Coherence, Similarity, and Concept Generalisation. Description Logics 2017 - [c26]Daniele Porello, Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Rafael Peñaloza:
Repairing Socially Aggregated Ontologies Using Axiom Weakening. PRIMA 2017: 441-449 - [i2]Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz:
Repairing Ontologies via Axiom Weakening. CoRR abs/1711.03430 (2017) - 2016
- [c25]Kemo Adrian, Paula Daniela Chocron, Roberto Confalonieri, Xavier Ferrer Aran, Jesús Giráldez-Cru:
Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network. CCIA 2016: 187-196 - [c24]Roberto Confalonieri, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza, Manfred Eppe:
Conceptual Blending in EL++. Description Logics 2016 - [c23]Marco Schorlemmer, Roberto Confalonieri, Enric Plaza:
Coherent concept invention. C3GI@ESSLLI 2016 - [c22]Marco Schorlemmer, Roberto Confalonieri, Enric Plaza:
The Yoneda Path to the Buddhist Monk Blend. JOWO@FOIS 2016 - [c21]Maximos A. Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos:
An Argument-based Creative Assistant for Harmonic Blending. ICCC 2016: 330-337 - [c20]Roberto Confalonieri, Enric Plaza, Marco Schorlemmer:
A Process Model for Concept Invention. ICCC 2016: 338-345 - [i1]Maximos A. Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos:
An Argument-based Creative Assistant for Harmonic Blending. CoRR abs/1603.01770 (2016) - 2015
- [j5]Roberto Confalonieri, Matthew Yee-King, Katina Hazelden, Mark d'Inverno, Dave de Jonge, Nardine Osman, Carles Sierra, Leila Amgoud, Henri Prade:
Engineering multiuser museum interactives for shared cultural experiences. Eng. Appl. Artif. Intell. 46: 180-195 (2015) - [c19]Roberto Confalonieri, Joseph Corneli, Alison Pease, Enric Plaza, Marco Schorlemmer:
Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. ICCC 2015: 174-181 - [c18]Roberto Confalonieri, Marco Schorlemmer, Enric Plaza, Manfred Eppe, Oliver Kutz, Rafael Peñaloza:
Upward Refinement for Conceptual Blending in Description Logic: An ASP-based Approach and Case Study in EL++. JOWO@IJCAI 2015 - [c17]Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos A. Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger:
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI 2015: 2445-2451 - [c16]Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, W. Marco Schorlemmer, Enric Plaza:
ASP, Amalgamation, and the Conceptual Blending Workflow. LPNMR 2015: 309-316 - 2014
- [j4]Roberto Confalonieri, Henri Prade:
Using possibilistic logic for modeling qualitative decision: Answer Set Programming algorithms. Int. J. Approx. Reason. 55(2): 711-738 (2014) - 2013
- [c15]Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Katina Hazelden, Carles Sierra, Mark d'Inverno, Leila Amgoud, Nardine Osman:
Multiuser museum interactives for shared cultural experiences: an agent-based approach. AAMAS 2013: 917-924 - [c14]Katina Hazelden, Matthew Yee-King, Roberto Confalonieri, Carles Sierra, Fiammetta Ghedini, Dave de Jonge, Nardine Osman, Mark d'Inverno:
WeCurate: multiuser museum interactives for shared cultural experiences. CHI Extended Abstracts 2013: 571-576 - [c13]Katina Hazelden, Matthew Yee-King, Roberto Confalonieri, Fiammetta Ghedini, Carles Sierra, Mark d'Inverno:
WeCurate: Enriching the Sociocultural Practices of the Museum Experience. EVA 2013 - [c12]Nardine Osman, Mark d'Inverno, Carles Sierra, Leila Amgoud, Henri Prade, Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Katina Hazelden:
An experience-based BDI logic: Motivating shared experiences and intentionality. IECON 2013: 6654-6659 - 2012
- [j3]Roberto Confalonieri, Juan Carlos Nieves, Mauricio Osorio, Javier Vázquez-Salceda:
Dealing with explicit preferences and uncertainty in answer set programming. Ann. Math. Artif. Intell. 65(2-3): 159-198 (2012) - [c11]Leila Amgoud, Roberto Confalonieri, Dave de Jonge, Mark d'Inverno, Katina Hazelden, Nardine Osman, Henri Prade, Carles Sierra, Matthew Yee-King:
WeCurate: Designing For Synchronised Browsing And Social Negotiation. AT 2012: 168-179 - [c10]Matthew Yee-King, Roberto Confalonieri, Dave de Jonge, Nardine Osman, Katina Hazelden, Leila Amgoud, Henri Prade, Carles Sierra, Mark d'Inverno:
Towards Community Browsing for Shared Experiences: The WeBrowse System. AT 2012: 201-202 - [c9]Roberto Confalonieri, Hasier Iñan, Manel Palau:
Handling Uncertain User Preferences in a Context-Aware System. IPMU (2) 2012: 88-97 - [c8]Roberto Confalonieri, Henri Prade:
Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming. IPMU (1) 2012: 511-520 - [c7]Leila Amgoud, Roberto Confalonieri, Dave de Jonge, Mark d'Inverno, Katina Hazelden, Nardine Osman, Henri Prade, Carles Sierra, Matthew Yee-King:
Sharing Online Cultural Experiences: An Argument-Based Approach. MDAI 2012: 282-293 - 2011
- [b1]Roberto Confalonieri:
The Role of preferences in logic programming: nonmonotonic reasoning, user preferences, decision under uncertainty. Polytechnic University of Catalonia, Spain, 2011 - [j2]Roberto Confalonieri, Juan Carlos Nieves:
Nested Preferences in Answer Set Programming. Fundam. Informaticae 113(1): 19-39 (2011) - [j1]Juan Carlos Nieves, Roberto Confalonieri:
A Possibilistic Argumentation Decision Making Framework with Default Reasoning. Fundam. Informaticae 113(1): 41-61 (2011) - [c6]Roberto Confalonieri, Henri Prade:
Answer Set Programming for Computing Decisions Under Uncertainty. ECSQARU 2011: 485-496 - [c5]Roberto Confalonieri, Henri Prade, Juan Carlos Nieves:
Handling Exceptions in Logic Programming without Negation as Failure. ECSQARU 2011: 509-520 - 2010
- [c4]Roberto Confalonieri, Juan Carlos Nieves, Mauricio Osorio, Javier Vázquez-Salceda:
Possibilistic Semantics for Logic Programs with Ordered Disjunction. FoIKS 2010: 133-152
2000 – 2009
- 2009
- [c3]Roberto Confalonieri, Juan Carlos Nieves, Javier Vázquez-Salceda:
Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction. AI*IA 2009: 52-61 - [c2]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:
ALIVE: A Framework for Flexible and Adaptive Service Coordination. ESAW 2009: 236-239 - 2008
- [c1]Roberto Confalonieri, Sergio Álvarez-Napagao, Sofia Panagiotidi, Javier Vázquez-Salceda, Steven Willmott:
A Middleware Architecture for Building Contract-Aware Agent-Based Services. SOCASE 2008: 1-14
Coauthor Index
Marco Schorlemmer
aka: W. Marco Schorlemmer
aka: W. Marco Schorlemmer
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