Roberto Confalonieri

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 39

Top Topics

Artificial Intelligence

Extended Abstract

Top Venues

Description Logics

Publications

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 (2024)
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 (2024)
Roberto Confalonieri, Jose Maria Alonso-Moral
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. IEEE Intell. Syst. 39 (1) (2024)
Daniele Porello, Guendalina Righetti, Nicolas Troquard, Roberto Confalonieri, Oliver Kutz
An Ontological Modelling of Prototype Theories. FCR@KI (2023)
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 (2023)
Roberto Confalonieri, Giancarlo Guizzardi
On the Multiple Roles of Ontologies in Explainable AI. CoRR (2023)
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 (2023)
Ludovik Coba, Roberto Confalonieri, Markus Zanker
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. IEEE Comput. Intell. Mag. 17 (1) (2022)
Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
Weakening. EPIA (2022)
Roberto Confalonieri, Andrea Janes
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol. DEXA Workshops (2022)
Guendalina Righetti, Daniele Porello, Roberto Confalonieri
Evaluating the Interpretability of Threshold Operators. EKAW (2022)
Guendalina Righetti, Daniele Porello, Roberto Confalonieri
Evaluating the Interpretability of Tooth Expressions (Extended Abstract). Description Logics (2022)
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 (2021)
Ettore Mariotti, José M. Alonso, Roberto Confalonieri
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. FUZZ-IEEE (2021)
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)
Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold
A historical perspective of explainable Artificial Intelligence. WIREs Data Mining Knowl. Discov. 11 (1) (2021)
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)
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)
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)
Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
Towards Even More Irresistible Axiom Weakening. Description Logics (2020)
Roberto Confalonieri, Oliver Kutz
Blending under deconstruction. Ann. Math. Artif. Intell. 88 (5-6) (2020)
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)
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 (2019)
Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
Repairing Ontologies via Axiom Weakening. AAAI (2018)
Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger
A computational framework for conceptual blending. Artif. Intell. 256 (2018)
Daniele Porello, Nicolas Troquard, Rafael Peñaloza, Roberto Confalonieri, Pietro Galliani, Oliver Kutz
Two Approaches to Ontology Aggregation Based on Axiom Weakening. IJCAI (2018)
Pietro Galliani, Oliver Kutz, Roberto Confalonieri
A Roadmap towards Tuneable Random Ontology Generation Via Probabilistic Generative Models. KEOD (2018)
Roberto Confalonieri, Manfred Eppe, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza
. Ann. Math. Artif. Intell. 82 (1-3) (2018)
Roberto Confalonieri, Oliver Kutz, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Marco Schorlemmer, Nicolas Troquard
Coherence, Similarity, and Concept Generalisation. Description Logics (2017)
Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
Repairing Ontologies via Axiom Weakening. CoRR (2017)
Roberto Confalonieri, Nicolas Troquard, Pietro Galliani, Oliver Kutz, Rafael Peñaloza, Daniele Porello
Two Applications of Concept Refinement. CEx@AI*IA (2017)
Daniele Porello, Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Rafael Peñaloza
Repairing Socially Aggregated Ontologies Using Axiom Weakening. PRIMA (2017)
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)
Roberto Confalonieri, Marco Schorlemmer, Oliver Kutz, Rafael Peñaloza, Enric Plaza, Manfred Eppe
Conceptual Blending in EL++. Description Logics (2016)
Maximos A. Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos
An Argument-based Creative Assistant for Harmonic Blending. CoRR (2016)
Maximos A. Kaliakatsos-Papakostas, Roberto Confalonieri, Joseph Corneli, Asterios I. Zacharakis, Emilios Cambouropoulos
An Argument-based Creative Assistant for Harmonic Blending. ICCC (2016)
Roberto Confalonieri, Enric Plaza, Marco Schorlemmer
A Process Model for Concept Invention. ICCC (2016)
Marco Schorlemmer, Roberto Confalonieri, Enric Plaza
Coherent concept invention. C3GI@ESSLLI (2016)
Marco Schorlemmer, Roberto Confalonieri, Enric Plaza
The Yoneda Path to the Buddhist Monk Blend. JOWO@FOIS (2016)
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)
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 (2015)
Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, W. Marco Schorlemmer, Enric Plaza
ASP, Amalgamation, and the Conceptual Blending Workflow. LPNMR (2015)
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)
Roberto Confalonieri, Joseph Corneli, Alison Pease, Enric Plaza, Marco Schorlemmer
Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. ICCC (2015)
Roberto Confalonieri, Henri Prade
Using possibilistic logic for modeling qualitative decision: Answer Set Programming algorithms. Int. J. Approx. Reason. 55 (2) (2014)
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)
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)
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)
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)
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)
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) (2012)
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)
Roberto Confalonieri, Hasier Iñan, Manel Palau
Handling Uncertain User Preferences in a Context-Aware System. IPMU (2) (2012)
Roberto Confalonieri, Henri Prade
Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming. IPMU (1) (2012)
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)
Roberto Confalonieri, Henri Prade, Juan Carlos Nieves
Handling Exceptions in Logic Programming without Negation as Failure. ECSQARU (2011)
Juan Carlos Nieves, Roberto Confalonieri
A Possibilistic Argumentation Decision Making Framework with Default Reasoning. Fundam. Informaticae 113 (1) (2011)
Roberto Confalonieri, Juan Carlos Nieves
Nested Preferences in Answer Set Programming. Fundam. Informaticae 113 (1) (2011)
Roberto Confalonieri, Henri Prade
Answer Set Programming for Computing Decisions Under Uncertainty. ECSQARU (2011)
Roberto Confalonieri, Juan Carlos Nieves, Mauricio Osorio, Javier Vázquez-Salceda
Possibilistic Semantics for Logic Programs with Ordered Disjunction. FoIKS (2010)
Roberto Confalonieri, Juan Carlos Nieves, Javier Vázquez-Salceda
Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction. AI*IA (2009)
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)
Roberto Confalonieri, Sergio Álvarez-Napagao, Sofia Panagiotidi, Javier Vázquez-Salceda, Steven Willmott
A Middleware Architecture for Building Contract-Aware Agent-Based Services. SOCASE (2008)