A Middleware Architecture for Building Contract-Aware Agent-Based Services. - Roberto Confalonieri 001; Sergio Álvarez-Napagao; Sofia Panagiotidi; Javier Vázquez-Salceda; Steven Willmott (SOCASE, 2008)

Pstable Semantics for Logic Programs with Possibilistic Ordered Disjunction. - Roberto Confalonieri 001; Juan Carlos Nieves; Javier Vázquez-Salceda (AI*IA, 2009)

ALIVE: A Framework for Flexible and Adaptive Service Coordination. - Joey Sik Chun Lam; Wamberto Weber Vasconcelos; Frank Guerin; David Corsar; Alison Chorley; Timothy J. Norman; Javier Vázquez-Salceda; Sofia Panagiotidi; Roberto Confalonieri 001; I. Gomez; S. Hidalgo; Sergio Álvarez-Napagao; et al. (ESAW, 2009)

Possibilistic Semantics for Logic Programs with Ordered Disjunction. - Roberto Confalonieri 001; Juan Carlos Nieves; Mauricio Osorio 001; Javier Vázquez-Salceda (FoIKS, 2010)

Answer Set Programming for Computing Decisions Under Uncertainty. - Roberto Confalonieri 001; Henri Prade (ECSQARU, 2011)

Handling Exceptions in Logic Programming without Negation as Failure. - Roberto Confalonieri 001; Henri Prade; Juan Carlos Nieves (ECSQARU, 2011)

Nested Preferences in Answer Set Programming. - Roberto Confalonieri 001; Juan Carlos Nieves (Fundam. Informaticae, 2011)

A Possibilistic Argumentation Decision Making Framework with Default Reasoning. - Juan Carlos Nieves; Roberto Confalonieri 001 (Fundam. Informaticae, 2011)

The Role of preferences in logic programming: nonmonotonic reasoning, user preferences, decision under uncertainty. - Roberto Confalonieri 001 (2011)

WeCurate: Designing For Synchronised Browsing And Social Negotiation. - Leila Amgoud; Roberto Confalonieri 001; Dave de Jonge; Mark d'Inverno; Katina Hazelden; Nardine Osman 001; Henri Prade; Carles Sierra; Matthew Yee-King (AT, 2012)

Towards Community Browsing for Shared Experiences: The WeBrowse System. - Matthew Yee-King; Roberto Confalonieri 001; Dave de Jonge; Nardine Osman 001; Katina Hazelden; Leila Amgoud; Henri Prade; Carles Sierra; Mark d'Inverno (AT, 2012)

Handling Uncertain User Preferences in a Context-Aware System. - Roberto Confalonieri 001; Hasier Iñan; Manel Palau (IPMU (2), 2012)

Encoding Preference Queries to an Uncertain Database in Possibilistic Answer Set Programming. - Roberto Confalonieri 001; Henri Prade (IPMU (1), 2012)

Sharing Online Cultural Experiences: An Argument-Based Approach. - Leila Amgoud; Roberto Confalonieri 001; Dave de Jonge; Mark d'Inverno; Katina Hazelden; Nardine Osman 001; Henri Prade; Carles Sierra; Matthew Yee-King (MDAI, 2012)

Dealing with explicit preferences and uncertainty in answer set programming. - Roberto Confalonieri 001; Juan Carlos Nieves; Mauricio Osorio 001; Javier Vázquez-Salceda (Ann. Math. Artif. Intell., 2012)

Multiuser museum interactives for shared cultural experiences: an agent-based approach. - Matthew Yee-King; Roberto Confalonieri 001; Dave de Jonge; Katina Hazelden; Carles Sierra; Mark d'Inverno; Leila Amgoud; Nardine Osman 001 (AAMAS, 2013)

WeCurate: multiuser museum interactives for shared cultural experiences. - Katina Hazelden; Matthew Yee-King; Roberto Confalonieri 001; Carles Sierra; Fiammetta Ghedini; Dave de Jonge; Nardine Osman 001; Mark d'Inverno (CHI Extended Abstracts, 2013)

WeCurate: Enriching the Sociocultural Practices of the Museum Experience. - Katina Hazelden; Matthew Yee-King; Roberto Confalonieri 001; Fiammetta Ghedini; Carles Sierra; Mark d'Inverno (EVA, 2013)

An experience-based BDI logic: Motivating shared experiences and intentionality. - Nardine Osman 001; Mark d'Inverno; Carles Sierra; Leila Amgoud; Henri Prade; Matthew Yee-King; Roberto Confalonieri 001; Dave de Jonge; Katina Hazelden (IECON, 2013)

Using possibilistic logic for modeling qualitative decision: Answer Set Programming algorithms. - Roberto Confalonieri 001; Henri Prade (Int. J. Approx. Reason., 2014)

Using Argumentation to Evaluate Concept Blends in Combinatorial Creativity. - Roberto Confalonieri 001; Joseph Corneli; Alison Pease; Enric Plaza; Marco Schorlemmer (ICCC, 2015)

Upward Refinement for Conceptual Blending in Description Logic: An ASP-based Approach and Case Study in EL++. - Roberto Confalonieri 001; Marco Schorlemmer; Enric Plaza; Manfred Eppe; Oliver Kutz; Rafael Peñaloza (JOWO@IJCAI, 2015)

Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. - Manfred Eppe; Roberto Confalonieri 001; Ewen Maclean; Maximos A. Kaliakatsos-Papakostas; Emilios Cambouropoulos; W. Marco Schorlemmer; Mihai Codescu; Kai-Uwe Kühnberger (IJCAI, 2015)

ASP, Amalgamation, and the Conceptual Blending Workflow. - Manfred Eppe; Ewen Maclean; Roberto Confalonieri 001; Oliver Kutz; W. Marco Schorlemmer; Enric Plaza (LPNMR, 2015)

Engineering multiuser museum interactives for shared cultural experiences. - Roberto Confalonieri 001; Matthew Yee-King; Katina Hazelden; Mark d'Inverno; Dave de Jonge; Nardine Osman 001; Carles Sierra; Leila Amgoud; Henri Prade (Eng. Appl. Artif. Intell., 2015)

Link Prediction in Evolutionary Graphs - The Case Study of the CCIA Network. - Kemo Adrian; Paula Daniela Chocron; Roberto Confalonieri 001; Xavier Ferrer Aran; Jesús Giráldez-Cru (CCIA, 2016)

Conceptual Blending in EL++. - Roberto Confalonieri 001; Marco Schorlemmer; Oliver Kutz; Rafael Peñaloza; Enric Plaza; Manfred Eppe (Description Logics, 2016)

Coherent concept invention. - Marco Schorlemmer; Roberto Confalonieri 001; Enric Plaza (C3GI@ESSLLI, 2016)

The Yoneda Path to the Buddhist Monk Blend. - Marco Schorlemmer; Roberto Confalonieri 001; Enric Plaza (JOWO@FOIS, 2016)

A Process Model for Concept Invention. - Roberto Confalonieri 001; Enric Plaza; Marco Schorlemmer (ICCC, 2016)

An Argument-based Creative Assistant for Harmonic Blending. - Maximos A. Kaliakatsos-Papakostas; Roberto Confalonieri 001; Joseph Corneli; Asterios I. Zacharakis; Emilios Cambouropoulos (ICCC, 2016)

Two Applications of Concept Refinement. - Roberto Confalonieri 001; Nicolas Troquard; Pietro Galliani; Oliver Kutz; Rafael Peñaloza; Daniele Porello (CEx@AI*IA, 2017)

Coherence, Similarity, and Concept Generalisation. - Roberto Confalonieri 001; Oliver Kutz; Pietro Galliani; Rafael Peñaloza; Daniele Porello; Marco Schorlemmer; Nicolas Troquard (Description Logics, 2017)

Repairing Socially Aggregated Ontologies Using Axiom Weakening. - Daniele Porello; Nicolas Troquard; Roberto Confalonieri 001; Pietro Galliani; Oliver Kutz; Rafael Peñaloza (PRIMA, 2017)

Enabling Technologies for Concept Invention. - Roberto Confalonieri 001; Tarek R. Besold; Mihai Codescu; Manfred Eppe (Concept Invention, 2018)

Computational Aspects of Concept Invention. - Roberto Confalonieri 001; Enric Plaza; Marco Schorlemmer (Concept Invention, 2018)

Repairing Ontologies via Axiom Weakening. - Nicolas Troquard; Roberto Confalonieri 001; Pietro Galliani; Rafael Peñaloza; Daniele Porello; Oliver Kutz (AAAI, 2018)

A Roadmap towards Tuneable Random Ontology Generation Via Probabilistic Generative Models. - Pietro Galliani; Oliver Kutz; Roberto Confalonieri 001 (KEOD, 2018)

Two Approaches to Ontology Aggregation Based on Axiom Weakening. - Daniele Porello; Nicolas Troquard; Rafael Peñaloza; Roberto Confalonieri 001; Pietro Galliani; Oliver Kutz (IJCAI, 2018)

A computational framework for conceptual blending. - Manfred Eppe; Ewen Maclean; Roberto Confalonieri 001; Oliver Kutz; Marco Schorlemmer; Enric Plaza; Kai-Uwe Kühnberger (Artif. Intell., 2018)

Upward refinement operators for conceptual blending in the description logic ℰ ℒ++. - Roberto Confalonieri 001; Manfred Eppe; Marco Schorlemmer; Oliver Kutz; Rafael Peñaloza; Enric Plaza (Ann. Math. Artif. Intell., 2018)

What makes a good explanation? Cognitive dimensions of explaining intelligent machines. - Roberto Confalonieri 001; Tarek R. Besold; Tillman Weyde; Kathleen Creel; Tania Lombrozo; Shane T. Mueller; Patrick Shafto (CogSci, 2019)

An Ontology-based Approach to Explaining Artificial Neural Networks. - Roberto Confalonieri 001; Fermín Moscoso del Prado; Sebastia Agramunt; Daniel Malagarriga; Daniele Faggion; Tillman Weyde; Tarek R. Besold (CoRR, 2019)

Towards Even More Irresistible Axiom Weakening. - Roberto Confalonieri 001; Pietro Galliani; Oliver Kutz; Daniele Porello; Guendalina Righetti; Nicolas Troquard (Description Logics, 2020)

TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models. - Roberto Confalonieri 001; Tillman Weyde; Tarek R. Besold; Fermín Moscoso del Prado Martín (ECAI, 2020)

Blending under deconstruction. - Roberto Confalonieri 001; Oliver Kutz (Ann. Math. Artif. Intell., 2020)

A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. - Ettore Mariotti; José Maria Alonso; Roberto Confalonieri 001 (FUZZ-IEEE, 2021)

Towards Knowledge-driven Distillation and Explanation of Black-box Models. - Roberto Confalonieri 001; Pietro Galliani; Oliver Kutz; Daniele Porello; Guendalina Righetti; Nicolas Troquard (DAO-XAI, 2021)

Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). - Roberto Confalonieri 001; Tillman Weyde; Tarek R. Besold; Fermín Moscoso del Prado Martín (DAO-XAI, 2021)

A Lightweight Approach For Wood Hyperspectral Images Classification. - Phyu Phyu Htun; Marco Boschetti; Attaullah Buriro; Roberto Confalonieri 001; Boyuan Sun 003; Ah Nge Htwe; Tammam Tillo (ICME Workshops, 2021)

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models. - Roberto Confalonieri 001; Tillman Weyde; Tarek R. Besold; Fermín Moscoso del Prado Martín (Artif. Intell., 2021)

A historical perspective of explainable Artificial Intelligence. - Roberto Confalonieri 001; Ludovik Coba; Benedikt Wagner; Tarek R. Besold (WIREs Data Mining Knowl. Discov., 2021)

A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol. - Roberto Confalonieri 001; Andrea Janes (DEXA Workshops, 2022)

Evaluating the Interpretability of Tooth Expressions (Extended Abstract). - Guendalina Righetti; Daniele Porello; Roberto Confalonieri 001 (Description Logics, 2022)

Evaluating the Interpretability of Threshold Operators. - Guendalina Righetti; Daniele Porello; Roberto Confalonieri 001 (EKAW, 2022)

Almost Certain Termination for ALC Weakening. - Roberto Confalonieri 001; Pietro Galliani; Oliver Kutz; Daniele Porello; Guendalina Righetti; Nicolas Troquard (EPIA, 2022)

RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. - Ludovik Coba; Roberto Confalonieri 001; Markus Zanker (IEEE Comput. Intell. Mag., 2022)

An Ontological Modelling of Prototype Theories. - Daniele Porello; Guendalina Righetti; Nicolas Troquard; Roberto Confalonieri 001; Oliver Kutz (FCR@KI, 2023)

On the Multiple Roles of Ontologies in Explainable AI. - Roberto Confalonieri 001; Giancarlo Guizzardi (CoRR, 2023)

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. - Sajid Ali 006; Tamer Abuhmed; Shaker H. Ali El-Sappagh; Khan Muhammad 001; Jose Maria Alonso-Moral; Roberto Confalonieri 001; Riccardo Guidotti; Javier Del Ser; Natalia Díaz Rodríguez; Francisco Herrera (Inf. Fusion, 2023)

Integrating L0 regularization into Multi-layer Logical Perceptron for Interpretable Classification. - Gonzalo Jaimovitch-López; Luca Bergamin; Fabio Aiolli; Roberto Confalonieri 001 (OVERLAY, 2024)

An End-to-End Framework for the Classification of Hyperspectral Images in the Wood Domain. - Roberto Confalonieri 001; Phyu Phyu Htun; Boyuan Sun 003; Tammam Tillo (IEEE Access, 2024)

An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. - Roberto Confalonieri 001; Jose Maria Alonso-Moral (IEEE Intell. Syst., 2024)

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. - Luca Longo; Mario Brcic; Federico Cabitza; Jaesik Choi; Roberto Confalonieri 001; Javier Del Ser; Riccardo Guidotti; Yoichi Hayashi; Francisco Herrera; Andreas Holzinger; Richard Jiang 001; Hassan Khosravi; et al. (Inf. Fusion, 2024)

The role of ontologies and knowledge in Explainable AI. - Roberto Confalonieri 001; Oliver Kutz; Diego Calvanese; Jose Maria Alonso-Moral; Shang-Ming Zhou (Semantic Web, 2024)

Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models. - Ana Ozaki; Roberto Confalonieri 001; Ricardo Guimarães 001; Anders Imenes (AAAI, 2025)

CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs. - David Méndez; Gianpaolo Bontempo; Elisa Ficarra; Roberto Confalonieri 001; Natalia Díaz Rodríguez (CoRR, 2025)