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107 publications / Roberta Calegari

long bib

in journal • in proceedings • edited • special • editorials

articles in journal

Untying black boxes with clustering-based symbolic knowledge extraction (Intelligenza Artificiale, 2024) — Federico Sabbatini, Roberta Calegari
On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (2024) — Federico Sabbatini, Roberta Calegari
Bridging machine learning and diagnostics of the ESA LISA space mission with equation discovery via explainable artificial intelligence (2024) — Federico Sabbatini, Catia Grimani, Roberta Calegari
Burden of Persuasion: A Meta-argumentation Approach (Journal of Applied Logics, 2023) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (Intelligenza Artificiale, 2023) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Efficient compliance checking of RDF data (Journal of Logic and Computation, 2023) — Livio Robaldo, Francesco Pacenza, Jessica Zangari, Roberta Calegari, Francesco Calimeri, Giovanni Siragusa
Compliance checking on first-order knowledge with conflicting and compensatory norms: a comparison among currently available technologies (Artificial Intelligence and Law, 2023) — 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
How to model contrary-to-duty with GCP-nets (Intelligenza Artificiale, 2022) — Andrea Loreggia, Roberta Calegari, Emiliano Lorini, Francesca Rossi, Giovanni Sartor
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (Intelligenza Artificiale, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Arg2P: An argumentation framework for explainable intelligent systems (Journal of Logic and Computation, 2022) — Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor
2P-Kt: A Logic-Based Ecosystem for Symbolic AI (SoftwareX, 2021) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Argumentation and Defeasible Reasoning in the Law (J — Multidisciplinary Scientific Journal, 2021) — Marco Billi, Roberta Calegari, Giuseppe Contissa, Francesca Lagioia, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review (Autonomous Agents and Multi-Agent Systems, 2021) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
Logic-based Technologies for Intelligent Systems: State of the Art and Perspectives (Information, 2020) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
On the integration of symbolic and sub-symbolic techniques for XAI: A survey (Intelligenza Artificiale, 2020) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Logic Programming as a Service in Multi-Agent Systems for the Internet of Things (International Journal of Grid and Utility Computing, 2019) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Extending Logic Programming with Labelled Variables: Model and Semantics (Fundamenta Informaticae, 2018) — Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning (Big Data and Cognitive Computing, 2018) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
Logic Programming as a Service (Theory and Practice of Logic Programming, 2018) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Building Smart Spaces on the Home Manager platform (ALP Newsletter, 2016) — Roberta Calegari, Enrico Denti
tuProlog: Making Prolog Ubiquitous (ALP Newsletter, 2013) — Enrico Denti, Andrea Omicini, Roberta Calegari

21 articles in journal • top • index • bottom

papers in proceedings

Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method (2024) — Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes (Aequitas 2024) — Luca Giuliani, Eleonora Misino, Roberta Calegari, Michele Lombardi
Generation of Clinical Skin Images with Pathology with Scarce Data (AAAI-24) — Andrea Borghesi, Roberta Calegari
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems (WOA 2024) — Federico Sabbatini, Christel Sirocchi, Roberta Calegari
Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors (AIxIA 2024) — Federico Sabbatini, Roberta Calegari
Unmasking the Shadows: Leveraging Symbolic Knowledge Extraction to Discover Biases and Unfairness in Opaque Predictive Models (Aequitas 2024) — Federico Sabbatini, Roberta Calegari
ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality (AIxIA 2024) — Federico Sabbatini, Roberta Calegari
Enforcing Fairness via Constraint Injection with FaUCI (Aequitas 2024) — Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
AI-fairness and equality of opportunity: a case study on educational achievement (Aequitas 2024) — Ángel S. Marrero, Gustavo A. Marrero, Carlos Bethencourt, Liam James, Roberta Calegari
ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (KoDis 2023@KR 2023) — Federico Sabbatini, Roberta Calegari
Multi-Agent Cooperative Argumentation in Arg2P (AIxIA 2022) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (WOA 2023) — Federico Sabbatini, Roberta Calegari
The PSyKE Technology for Trustworthy Artificial Intelligence (AIxIA 2022) — Roberta Calegari, Federico Sabbatini
FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System (2023) — Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (ECAI-2023) — Federico Sabbatini, Roberta Calegari
A geometric framework for fairness (2023) — Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques (ECAI-2023) — Federico Sabbatini, Roberta Calegari
Assessing and Enforcing Fairness in the AI Lifecycle (2023) — Roberta Calegari, Gabriel G. Castañé, Michela Milano, Barry O’Sullivan
Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm (2023) — Federico Sabbatini, Roberta Calegari
Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (EXTRAAMAS 2023@AAMAS 2023) — Federico Sabbatini, Roberta Calegari
Explainable Clustering with CREAM (KR 2023) — Federico Sabbatini, Roberta Calegari
Clustering-Based Approaches for Symbolic Knowledge Extraction (2022) — Federico Sabbatini, Roberta Calegari
Burden of Persuasion in Meta-argumentation (AIxIA 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Arguing About the Existence of Conflicts (2022) — Giuseppe Pisano, Roberta Calegari, Henry Prakken, Giovanni Sartor
Modular logic argumentation in Arg-tuProlog (AIxIA 2021) — Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
Taking stock of available technologies for compliance checking on first-order knowledge (CILC 2022) — Livio Robaldo, Sotiris Batsakis, Roberta Calegari, Francesco Calimeri, Megumi Fujita, Guido Governatori, Maria Concetta Morelli, Giuseppe Pisano, Ken Satoh, Ilias Tachmazidis
Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper (2022) — Federico Sabbatini, Roberta Calegari
Probabilistic logic programming in 2P-Kt (AIxIA 2021) — Jason Dellaluce, Roberta Calegari, Giovanni Ciatto
Logic Programming library for Machine Learning: API design and prototype (CILC 2022) — Giovanni Ciatto, Matteo Castigliò, Roberta Calegari
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model (WOA 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (KR 2022) — Federico Sabbatini, Roberta Calegari
Explainability through argumentation in logic programming (2021) — Marco Billi, Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
Towards cooperative argumentation for MAS: An actor-based approach (WOA 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini
Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt (JELIA 2021) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini
A Mechanism for Reasoning over Defeasible Preferences in Arg2P (CILC 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (WOA 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Burdens of Persuasion and Standards of Proof in Structured Argumentation (2021) — Roberta Calegari, Giovanni Sartor
The Burden of Persuasion in Structured Argumentation (2021) — Roberta Calegari, Regis Riveret, Giovanni Sartor
Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming (AIxIA 2020) — Roberta Calegari, Andrea Omicini, Giovanni Sartor
Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review (AAMAS 2021) — Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini
Burden of persuasion in argumentation: A meta-argumentation approach (AIxIA 2021) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Arg-tuProlog: a modular logic argumentation tool for PIL (JURIX 2020) — Roberta Calegari, Giuseppe Contissa, Giuseppe Pisano, Galileo Sartor, Giovanni Sartor
Burden of Persuasion in Argumentation (ICLP 2020) — Roberta Calegari, Giovanni Sartor
2P-Kt: logic programming with objects & functions in Kotlin (WOA 2020) — Giovanni Ciatto, Roberta Calegari, Enrico Siboni, Enrico Denti, Andrea Omicini
Argumentation and Logic Programming for Explainable and Ethical AI (AIxIA 2020) — Roberta Calegari, Andrea Omicini, Giovanni Sartor
Arg-tuProlog: A tuProlog-based argumentation framework (CILC 2020) — Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Neuro-symbolic Computation for XAI: Towards a Unified Model (WOA 2020) — Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Computable Law as Argumentation-based MAS (WOA 2020) — Roberta Calegari, Andrea Omicini, Giovanni Sartor
A Model for the Burden of Persuasion in Argumentation (JURIX 2020) — Roberta Calegari, Giovanni Sartor
Towards XMAS: eXplainability through Multi-Agent Systems (AI&IoT 2019@AIIA 2019) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi
Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS (MMAS 2018) — Andrea Omicini, Roberta Calegari
Defeasible Systems in Legal Reasoning: A Comparative Assessment (JURIX 2019) — Roberta Calegari, Giuseppe Contissa, Francesca Lagioia, Andrea Omicini, Giovanni Sartor
Engineering Micro-intelligence at the Edge of CPCS: Design Guidelines (IDCS 2019) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini
Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (WOA 2019) — Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini
From the Blockchain to Logic Programming and Back: Research Perspectives (WOA 2018) — Giovanni Ciatto, Roberta Calegari, Stefano Mariani, Enrico Denti, Andrea Omicini
Logic Programming in Space-Time: The Case of Situatedness in LPaaS (WOA 2018) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
Micro-intelligence for the IoT: SE Challenges and Practice in LPaaS (Globe-IoT 2018@ACM/IEEE IoTDI) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini
Context Reasoning and Prediction in Smart Environments: the Home Manager case (SEIS @ KES-IIMSS-17) — Roberta Calegari, Enrico Denti
Logic Programming as a Service (LPaaS): Intelligence for the IoT (ICNSC 2017) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
The Butlers Framework for Socio-Technical Smart Spaces (INSCI 2016) — Roberta Calegari, Enrico Denti
Towards Logic Programming as a Service: Experiments in tuProlog (WOA 2016) — Roberta Calegari, Enrico Denti, Stefano Mariani, Andrea Omicini
Labelled Variables in Logic Programming: Foundations (CILC 2016) — Roberta Calegari, Enrico Denti, Agostino Dovier, Andrea Omicini
Butler-ising HomeManager: A Pervasive Multi-Agent System for Home Intelligence (ICAART 2015) — Enrico Denti, Roberta Calegari
Labelled Variables in Logic Programming: A First Prototype in tuProlog (AI*IA 2015 DC @AI*IA 2015) — Roberta Calegari, Enrico Denti, Andrea Omicini
Extending a Smart Home Multi-Agent System with Role-Based Access Control (ITS 2014) — Enrico Denti, Roberta Calegari, Marco Prandini
CTG: A connectivity trace generator for testing the performance of opportunistic mobile systems (2007) — Roberta Calegari, Mirco Musolesi, Franco Raimondi, Cecilia Mascolo

66 papers in proceedings • top • index • bottom

edited volumes

Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024) (2024) — Roberta Calegari, Virginia Dignum, Barry O'Sullivan
Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023) (2023) — Roberta Calegari, Andrea Aler Tubella, Gabriel González Castañe, Virginia Dignum, Michela Milano
Proceedings of the 1st Workshop on AI bias: Measurements, Mitigation, Explanation Strategies co-located with the AI Fairness Cluster Inaugural Conference 2024 (2023) — Roberta Calegari, Carlos Castillo, Symeon Papadopoulos, Roger Soraa
EPTCS 385-Proceedings 39th International Conference on Logic Programming (2023) — Enrico Pontelli, Stefania Costantini, Carmine Dodaro, Sarah Gaggl, Roberta Calegari, Artur D'Avila Garcez, Francesco Fabiano, Alessandra Mileo, Alessandra Russo and Francesca Toni
CILC 2022 – Italian Conference on Computational Logic (CILC 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
ICLP Workshops 2022: International Conference on Logic Programming 2022 Workshops (PLP 2022) — Joaquín Arias, Roberta Calegari, Luke Dickens, Wolfgang Faber, Jorge Fandinno, Gopal Gupta, Markus Hecher, Daniela Inclezan, Emily LeBlanc, Michael Morak, Elmer Salazar, Jessica Zangari
WOA 2021 – 22nd Workshop “From Objects to Agents” (WOA 2021) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
WOA 2020 – 21st Workshop “From Objects to Agents” (WOA 2020) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor

8 edited volumes • top • index • bottom

special issues

Fairness and Bias in AI (2024) — Roberta Calegari, Andrea Aler Tubella, Virginia Dignum, Michela Milano
Special Issue on Trustworthy AI (2024) — Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
Special Issue “Computational Logic on Prolog's 50th Anniversary: Highlights from CILC 2022” (Journal of Logic and Computation, 2023) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Selected papers from the 22nd Workshop “From Objects to Agents'' (WOA 2021) (Intelligenza Artificiale, 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari

4 special issues • top • index • bottom

editorials/introductions/prefaces

Preface - Proceedings 39th International Conference on Logic Programming (2023) — Enrico Pontelli, Stefania Costantini, Carmine Dodaro, Sarah Gaggl, Roberta Calegari, Artur D'Avila Garcez, Francesco Fabiano, Alessandra Mileo, Alessandra Russo and Francesca Toni
Preface: Fairness and Bias in AI: Insights from AEQUITAS 2023 (2023) — Roberta Calegari, Andrea Aler Tubella, Gabriel Gonzalez, Virginia Dignum, Michela Milano
Preface (Journal of Logic and Computation, 2023) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Special Issue for the 22nd Workshop “From Objects to Agents'' (WOA 2021) (Intelligenza Artificiale, 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari
Preface – Proceedings of the 37th Italian Conference on Computational Logic (CILC 2022) (CILC 2022) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini
Preface - Argumentation for eXplainable AI (2022) — Kristijonas Čyras, Timotheus Kampik, Oana Cocarascu Antonio Rago, Leila Amgoud, Pietro Baroni, Nick Bassiliades, Elizabeth Black, Roberta Calegari, Anna Collins, Jérôme Delobelle, Xiuyi Fan
Preface (WOA 2021 – 22nd Workshop “From Objects to Agents”, 2021) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor
Preface (WOA 2020 – 21st Workshop “From Objects to Agents”, 2020) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor

8 editorials/introductions/prefaces • top • index • bottom