Roberta Calegari

103 papers A* 5A 3B 3C 5Journal 24Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	AI-Based Skin Disease Diagnosis with Non-Dermoscopic Images: Tackling Bias and Data Limitations. HICSS Chiara Bellatreccia, Daniele Zama, Arianna Dondi, Luca Pierantoni, Laura Andreozzi, Iria Neri, Marcello Lanari, Andrea Borghesi, Roberta Calegari
2026	A*	`conf`	HAMLET4Fairness: Enhancing Fairness in AI Pipelines Through Human-Centered AutoML and Argumentation. AAAI Joseph Giovanelli, Giuseppe Pisano, Roberta Calegari
2026	—	`ed.`	Proceedings of the 3rd Workshop on Fairness and Bias in AI co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 26th, 2025. AEQUITAS@ECAI Roberta Calegari, Payal Arora, Virginia Dignum
2025	A	`conf`	AI Fairness Compliance: Operationalizing the Integration of Social and Legal Perspectives into AI Fairness Metrics. ECAI Roberta Calegari
2025	—	`conf`	AI-fairness: The FairBridge Approach to Practically Bridge the Gap Between Socio-legal and Technical Perspectives. HICSS Andrea Borghesi, Giovanni Ciatto, Mattia Matteini, Roberta Calegari, Laura Sartori, Maria Rebrean, Catelijne Muller
2025	—	`conf`	Addressing Bias and Data Scarcity in AI-Based Skin Disease Diagnosis with Non-Dermoscopic Images. AIMMES Chiara Bellatreccia, Daniele Zama, Arianna Dondi, Luca Pierantoni, Laura Andreozzi, Iria Neri, Marcello Lanari, Andrea Borghesi, Roberta Calegari
2025	J	`jnl`	Introduction to Special Issue on Trustworthy Artificial Intelligence (Part II). ACM Comput. Surv. Roberta Calegari, Fosca Giannotti, Michela Milano, Francesca Pratesi
2025	—	`ed.`	Proceedings of the 2nd Workshop on AI bias: Measurements, Mitigation, Explanation Strategies, Barcelona, Spain, March 20, 2025. AIMMES Roberta Calegari, Carlos Castillo, Symeon Papadopoulos, Roger Andre Søraa
2025	—	`conf`	Symbolic Knowledge Quality Evaluation with WInd. WOA Federico Sabbatini, Roberta Calegari
2024	—	`conf`	AI-fairness and equality of opportunity: a case study on educational achievement. AEQUITAS@ECAI Angel S. Marrero, Gustavo A. Marrero, Carlos Bethencourt, Liam James, Roberta Calegari
2024	J	`jnl`	Compliance checking on first-order knowledge with conflicting and compensatory norms: a comparison among currently available technologies. Artif. Intell. Law Livio Robaldo, Sotiris Batsakis, Roberta Calegari, Francesco Calimeri, Megumi Fujita, Guido Governatori, Maria Concetta Morelli, Francesco Pacenza, Giuseppe Pisano, Ken Satoh, Ilias Tachmazidis, Jessica Zangari
2024	—	`conf`	Enforcing Fairness via Constraint Injection with FaUCI. AEQUITAS@ECAI Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2024	A*	`conf`	Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method. IJCAI Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
2024	—	`conf`	Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors. AI*IA Federico Sabbatini, Roberta Calegari
2024	—	`conf`	ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality. AI*IA Federico Sabbatini, Roberta Calegari
2024	J	`jnl`	Introduction to Special Issue on Trustworthy Artificial Intelligence. ACM Comput. Surv. Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
2024	—	`conf`	Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes. AEQUITAS@ECAI Luca Giuliani, Eleonora Misino, Roberta Calegari, Michele Lombardi
2024	J	`jnl`	On the evaluation of the symbolic knowledge extracted from black boxes. AI Ethics Federico Sabbatini, Roberta Calegari
2024	—	`ed.`	Proceedings of the 1st Workshop on AI bias: Measurements, Mitigation, Explanation Strategies co-located with the AI Fairness Cluster Inaugural Conference 2024, Amsterdam, Netherlands, March 20, 2024. AIMMES Roberta Calegari, Carlos Castillo, Symeon Papadopoulos, Roger Andre Søraa
2024	—	`ed.`	Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20th, 2024. AEQUITAS@ECIA Roberta Calegari, Virginia Dignum, Barry O'Sullivan
2024	—	`conf`	Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems. WOA Federico Sabbatini, Christel Sirocchi, Roberta Calegari
2024	—	`conf`	Unmasking the Shadows: Leveraging Symbolic Knowledge Extraction to Discover Biases and Unfairness in Opaque Predictive Models. AEQUITAS@ECAI Federico Sabbatini, Roberta Calegari
2024	J	`jnl`	Untying black boxes with clustering-based symbolic knowledge extraction. Intelligenza Artificiale Federico Sabbatini, Roberta Calegari
2023	—	`conf`	A geometric framework for fairness. AEQUITAS@ECAI Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano
2023	—	`conf`	Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques. ECAI Workshops (1) Federico Sabbatini, Roberta Calegari
2023	A*	`conf`	Assessing and Enforcing Fairness in the AI Lifecycle. IJCAI Roberta Calegari, Gabriel G. Castañé, Michela Milano, Barry O'Sullivan
2023	—	`conf`	Bottom-Up and Top-Down Workflows for Hypercube- And Clustering-Based Knowledge Extractors. EXTRAAMAS Federico Sabbatini, Roberta Calegari
2023	J	`jnl`	Burden of Persuasion: A Meta-argumentation Approach. FLAP Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
2023	J	`jnl`	Efficient compliance checking of RDF data. J. Log. Comput. Livio Robaldo, Francesco Pacenza, Jessica Zangari, Roberta Calegari, Francesco Calimeri, Giovanni Siragusa
2023	—	`conf`	ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation. KoDis+CAKR@KR Federico Sabbatini, Roberta Calegari
2023	A*	`conf`	Explainable Clustering with CREAM. KR Federico Sabbatini, Roberta Calegari
2023	—	`conf`	FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System. AEQUITAS@ECAI Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
2023	B	`ed.`	Proceedings 39th International Conference on Logic Programming, ICLP 2023, Imperial College London, UK, 9th July 2023 - 15th July 2023. ICLP Enrico Pontelli, Stefania Costantini, Carmine Dodaro, Sarah Alice Gaggl, Roberta Calegari, Artur S. d'Avila Garcez, Francesco Fabiano, Alessandra Mileo, Alessandra Russo, Francesca Toni
2023	—	`ed.`	Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, October 1st, 2023. AEQUITAS@ECAI Roberta Calegari, Andrea Aler Tubella, Gabriel González-Castañé, Virginia Dignum, Michela Milano
2023	A	`conf`	Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score. ECAI Federico Sabbatini, Roberta Calegari
2023	J	`jnl`	Towards a unified model for symbolic knowledge extraction with hypercube-based methods. Intelligenza Artificiale Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2023	—	`conf`	Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents. WOA Federico Sabbatini, Roberta Calegari
2023	—	`conf`	Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm. BEWARE@AI*IA Federico Sabbatini, Roberta Calegari
2022	J	`jnl`	Arg2P: an argumentation framework for explainable intelligent systems. J. Log. Comput. Roberta Calegari, Andrea Omicini, Giuseppe Pisano, Giovanni Sartor
2022	C	`conf`	Arguing About the Existence of Conflicts. COMMA Giuseppe Pisano, Roberta Calegari, Henry Prakken, Giovanni Sartor
2022	J	`jnl`	Clustering-Based Approaches for Symbolic Knowledge Extraction. CoRR Federico Sabbatini, Roberta Calegari
2022	J	`jnl`	Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper. CoRR Federico Sabbatini, Roberta Calegari
2022	J	`jnl`	How to model contrary-to-duty with GCP-nets. Intelligenza Artificiale Andrea Loreggia, Roberta Calegari, Emiliano Lorini, Francesca Rossi, Giovanni Sartor
2022	—	`conf`	Hypercube-based methods for symbolic knowledge extraction: towards a unified model. WOA Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2022	—	`conf`	Logic Programming library for Machine Learning: API design and prototype. CILC Giovanni Ciatto, Matteo Castigliò, Roberta Calegari
2022	—	`conf`	Multi-agent Cooperative Argumentation in Arg2P. AI*IA Giuseppe Pisano, Roberta Calegari, Andrea Omicini
2022	—	`ed.`	Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29 - July 1, 2022. CILC Roberta Calegari, Giovanni Ciatto, Andrea Omicini
2022	—	`ed.`	Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st - August 1st, 2022. ICLP Workshops Joaquín Arias, Roberta Calegari, Luke Dickens, Wolfgang Faber, Jorge Fandinno, Gopal Gupta, Markus Hecher, Daniela Inclezan, Emily Leblanc, Michael Morak, Elmer Salazar, Jessica Zangari
2022	J	`jnl`	Special Issue for the 22nd Workshop "From Objects to Agents" (WOA 2021). Intelligenza Artificiale Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
2022	A*	`conf`	Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO. KR Federico Sabbatini, Roberta Calegari
2022	J	`jnl`	Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments. Intelligenza Artificiale Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2022	—	`conf`	Taking stock of available technologies for compliance checking on first-order knowledge. CILC Livio Robaldo, Sotiris Batsakis, Roberta Calegari, Francesco Calimeri, Megumi Fujita, Guido Governatori, Maria Concetta Morelli, Giuseppe Pisano, Ken Satoh, Ilias Tachmazidis
2022	—	`conf`	The PSyKE Technology for Trustworthy Artificial Intelligence. AI*IA Roberta Calegari, Federico Sabbatini
2021	J	`jnl`	2P-Kt: A logic-based ecosystem for symbolic AI. SoftwareX Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2021	—	`conf`	A Mechanism for Reasoning over Defeasible Preferences in Arg2P. CILC Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
2021	—	`conf`	Burden of Persuasion in Argumentation: A Meta-argumentation Approach. AI³@AI*IA Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
2021	—	`conf`	Burden of Persuasion in Meta-argumentation. AI*IA Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
2021	—	`conf`	Burdens of Persuasion and Standards of Proof in Structured Argumentation. CLAR Roberta Calegari, Giovanni Sartor
2021	—	`conf`	Explainability Through Argumentation in Logic Programming. ICLP Workshops Marco Billi, Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
2021	B	`conf`	Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt. JELIA Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2021	A	`conf`	Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review. AAMAS Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
2021	J	`jnl`	Logic-based technologies for multi-agent systems: a systematic literature review. Auton. Agents Multi Agent Syst. Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
2021	—	`conf`	Modular Logic Argumentation in Arg-tuProlog. AI*IA Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
2021	—	`conf`	On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction. WOA Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2021	—	`conf`	Probabilistic logic programming in 2P-KT. DP@AI*IA Jason Dellaluce, Roberta Calegari, Giovanni Ciatto
2021	—	`ed.`	Proceedings of the 22nd Workshop "From Objects to Agents", Bologna, Italy, September 1-3, 2021. WOA Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
2021	C	`conf`	The burden of persuasion in structured argumentation. ICAIL Roberta Calegari, Régis Riveret, Giovanni Sartor
2021	—	`conf`	Towards cooperative argumentation for MAS: an Actor-based approach. WOA Giuseppe Pisano, Roberta Calegari, Andrea Omicini
2020	—	`conf`	2P-Kt: logic programming with objects & functions in Kotlin. WOA Giovanni Ciatto, Roberta Calegari, Enrico Siboni, Enrico Denti, Andrea Omicini
2020	C	`conf`	A Model for the Burden of Persuasion in Argumentation. JURIX Roberta Calegari, Giovanni Sartor
2020	C	`conf`	Arg-tuProlog: A Modular Logic Argumentation Tool for PIL. JURIX Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
2020	—	`conf`	Arg-tuProlog: a tuProlog-based Argumentation Framework. CILC Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
2020	—	`conf`	Argumentation and Logic Programming for Explainable and Ethical AI. XAI.it@AI*IA Roberta Calegari, Andrea Omicini, Giovanni Sartor
2020	—	`conf`	Burden of Persuasion in Argumentation. ICLP Technical Communications Roberta Calegari, Giovanni Sartor
2020	—	`conf`	Computable Law as Argumentation-based MAS. WOA Roberta Calegari, Andrea Omicini, Giovanni Sartor
2020	—	`conf`	Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming. AI*IA Roberta Calegari, Andrea Omicini, Giovanni Sartor
2020	J	`jnl`	Logic-Based Technologies for Intelligent Systems: State of the Art and Perspectives. Inf. Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
2020	J	`jnl`	Modeling Contrary-to-Duty with CP-nets. CoRR Roberta Calegari, Andrea Loreggia, Emiliano Lorini, Francesca Rossi, Giovanni Sartor
2020	—	`conf`	Neuro-symbolic Computation for XAI: Towards a Unified Model. WOA Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
2020	J	`jnl`	On the integration of symbolic and sub-symbolic techniques for XAI: A survey. Intelligenza Artificiale Roberta Calegari, Giovanni Ciatto, Andrea Omicini
2020	—	`ed.`	Proceedings of the Workshop on 21st Workshop "From Objects to Agents", Bologna, Italy, September 14-16, 2020. WOA Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
2019	C	`conf`	Defeasible Systems in Legal Reasoning: A Comparative Assessment. JURIX Roberta Calegari, Giuseppe Contissa, Francesca Lagioia, Andrea Omicini, Giovanni Sartor
2019	—	`conf`	Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines. IDCS Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
2019	—	`conf`	Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI. WOA Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini
2019	J	`jnl`	Logic programming as a service in multi-agent systems for the Internet of Things. Int. J. Grid Util. Comput. Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
2019	—	`conf`	Towards XMAS: eXplainability through Multi-Agent Systems. AI&IoT@AI*IA Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
2018	J	`jnl`	Extending Logic Programming with Labelled Variables: Model and Semantics. Fundam. Informaticae Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
2018	—	`conf`	From the Blockchain to Logic Programming and Back: Research Perspectives. WOA Giovanni Ciatto, Roberta Calegari, Stefano Mariani, Enrico Denti, Andrea Omicini
2018	—	`conf`	Injecting (Micro)Intelligence in the IoT: Logic-Based Approaches for (M)MAS. MMAS Andrea Omicini, Roberta Calegari
2018	J	`jnl`	LPaaS as Micro-Intelligence: Enhancing IoT with Symbolic Reasoning. Big Data Cogn. Comput. Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
2018	J	`jnl`	Logic Programming as a Service. CoRR Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
2018	—	`conf`	Logic Programming in Space-Time: The Case of Situatedness in LPaaS. WOA Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
2018	J	`jnl`	Logic programming as a service. Theory Pract. Log. Program. Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
2018	B	`conf`	Micro-Intelligence for the IoT: SE Challenges and Practice in LPaaS. IC2E Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
2018	—	`—`	Micro-intelligence for the IoT: logic-based models and technologies. Roberta Calegari
2017	—	`conf`	Context Reasoning and Prediction in Smart Environments: The Home Manager Case. IIMSS Roberta Calegari, Enrico Denti
2017	—	`conf`	Logic Programming as a Service (LPaaS): Intelligence for the IoT. ICNSC Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
2016	—	`conf`	Labelled Variables in Logic Programming: Foundations. CILC Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
2016	—	`conf`	The Butlers Framework for Socio-Technical Smart Spaces. INSCI Roberta Calegari, Enrico Denti
2016	—	`conf`	Towards Logic Programming as a Service: Experiments in tuProlog. WOA Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
2015	—	`conf`	Butler-ising HomeManager - A Pervasive Multi-Agent System for Home Intelligence. ICAART (1) Enrico Denti, Roberta Calegari
2015	—	`conf`	Labelled Variables in Logic Programming: A First Prototype in tuProlog. DC@AI*IA Roberta Calegari, Enrico Denti, Andrea Omicini
2007	—	`conf`	CTG: a connectivity trace generator for testing the performance of opportunistic mobile systems. ESEC/SIGSOFT FSE Roberta Calegari, Mirco Musolesi, Franco Raimondi, Cecilia Mascolo