Francesco Sovrano

According to our database, Francesco Sovrano authored at least 30 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data.

Francesco Sovrano, Fabio Vitali

Data Min. Knowl. Discov., September, 2024

Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis.

Francesco Sovrano, Michael Lognoul, Giulia Vilone

CoRR, 2024

On the Explainability of Financial Robo-Advice Systems.

Giulia Vilone, Francesco Sovrano, Michaël Lognoul

Proceedings of the Explainable Artificial Intelligence, 2024

An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms.

Francesco Sovrano, Michaël Lognoul, Alberto Bacchelli

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, 2024

Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis.

Francesco Sovrano, Giulia Vilone

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

An objective metric for Explainable AI: How and why to estimate the degree of explainability.

Francesco Sovrano, Fabio Vitali

Knowl. Based Syst., October, 2023

How to explain: from theory to practice.

Francesco Sovrano

PhD thesis, 2023

Perlocution vs Illocution: How Different Interpretations of the Act of Explaining Impact on the Evaluation of Explanations and XAI.

Francesco Sovrano, Fabio Vitali

Proceedings of the Explainable Artificial Intelligence, 2023

Aligning UN Goals and legal norms in a case weighting system: a case study on environmental crimes in Italy.

Vittoria Pistone, Francesco Sovrano, Biagio Distefano

Proceedings of the 16th International Conference on Theory and Practice of Electronic Governance, 2023

Eliminating Hallucinations: GPT-based Explanatory AI for Intelligent Textbooks and Documentation.

Francesco Sovrano, Kevin D. Ashley, Alberto Bacchelli

Proceedings of the Fifth International Workshop on Intelligent Textbooks 2023 co-located with the 24th International Conference on Artificial Intelligence in Education (AIED 2023), 2023

2022

Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces.

Francesco Sovrano, Fabio Vitali

ACM Trans. Interact. Intell. Syst., December, 2022

Explanation-Aware Experience Replay in Rule-Dense Environments.

Francesco Sovrano, Alex Raymond, Amanda Prorok

IEEE Robotics Autom. Lett., 2022

Combining shallow and deep learning approaches against data scarcity in legal domains.

Francesco Sovrano, Monica Palmirani, Fabio Vitali

Gov. Inf. Q., 2022

Foreseeing the Impact of the Proposed AI Act on the Sustainability and Safety of Critical Infrastructures.

Francesco Sovrano, Giulio Masetti

Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance, 2022

How to Quantify the Degree of Explainability: Experiments and Practical Implications.

Francesco Sovrano, Fabio Vitali

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

YAI4Edu: an Explanatory AI to Generate Interactive e-Books for Education.

Francesco Sovrano, Kevin D. Ashley, Peter Brusilovsky, Fabio Vitali

Proceedings of the Fourth International Workshop on Intelligent Textbooks 2022 co-located with 23d International Conference on Artificial Intelligence in Education (AIED 2022), 2022

2021

A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act.

Francesco Sovrano, Salvatore Sapienza, Monica Palmirani, Fabio Vitali

Proceedings of the Legal Knowledge and Information Systems, 2021

Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda.

Monica Palmirani, Francesco Sovrano, Davide Liga, Salvatore Sapienza, Fabio Vitali

Proceedings of the Legal Knowledge and Information Systems, 2021

From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of Explanation.

Francesco Sovrano, Fabio Vitali

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

A dataset for evaluating legal question answering on private international law.

Francesco Sovrano, Monica Palmirani, Biagio Distefano, Salvatore Sapienza, Fabio Vitali

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

2020

Crawling in Rogue's Dungeons With Deep Reinforcement Techniques.

Andrea Asperti, Daniele Cortesi, Carlo De Pieri, Gianmaria Pedrini, Francesco Sovrano

IEEE Trans. Games, 2020

Legal Knowledge Extraction for Knowledge Graph Based Question-Answering.

Francesco Sovrano, Monica Palmirani, Fabio Vitali

Proceedings of the Legal Knowledge and Information Systems, 2020

Deep learning based multi-label text classification of UNGA resolutions.

Francesco Sovrano, Monica Palmirani, Fabio Vitali

Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

Modelling GDPR-Compliant Explanations for Trustworthy AI.

Francesco Sovrano, Fabio Vitali, Monica Palmirani

Proceedings of the Electronic Government and the Information Systems Perspective, 2020

Hybrid Refining Approach of PrOnto Ontology.

Monica Palmirani, Giorgia Bincoletto, Valentina Leone, Salvatore Sapienza, Francesco Sovrano

Proceedings of the Electronic Government and the Information Systems Perspective, 2020

Making Things Explainable vs Explaining: Requirements and Challenges Under the GDPR.

Francesco Sovrano, Fabio Vitali, Monica Palmirani

Proceedings of the AI Approaches to the Complexity of Legal Systems XI-XII, 2020

2019

The Difference between Explainable and Explaining: Requirements and Challenges under the GDPR.

Francesco Sovrano, Fabio Vitali, Monica Palmirani

Proceedings of the 2nd EXplainable AI in Law Workshop (XAILA 2019) co-located with 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019), 2019

PrOnto Ontology Refinement Through Open Knowledge Extraction.

Monica Palmirani, Giorgia Bincoletto, Valentina Leone, Salvatore Sapienza, Francesco Sovrano

Proceedings of the Legal Knowledge and Information Systems, 2019

Combining Experience Replay with Exploration by Random Network Distillation.

Francesco Sovrano

Proceedings of the IEEE Conference on Games, 2019

2018

Crawling in Rogue's Dungeons with (Partitioned) A3C.

Andrea Asperti, Daniele Cortesi, Francesco Sovrano

Proceedings of the Machine Learning, Optimization, and Data Science, 2018