Foto del docente

Francesco Sovrano

Dottorando

Dipartimento di Informatica - Scienza e Ingegneria

Tutor didattico

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: INF/01 INFORMATICA

Pubblicazioni

Sovrano F.; Palmirani M.; Vitali F., Combining shallow and deep learning approaches against data scarcity in legal domains, «GOVERNMENT INFORMATION QUARTERLY», 2022, 39, pp. 101715 - 101727 [articolo]

Sovrano, Francesco; Raymond, Alex; Prorok, Amanda, Explanation-Aware Experience Replay in Rule-Dense Environments, «IEEE ROBOTICS AND AUTOMATION LETTERS», 2022, 7, pp. 898 - 905 [articolo]

Sovrano, Francesco; Vitali, Fabio, How to Quantify the Degree of Explainability: Experiments and Practical Implications, in: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2022, pp. 1 - 9 (atti di: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Padua, Italy, 18-23 July 2022) [Contributo in Atti di convegno]

Sovrano, Francesco; Sapienza, Salvatore; Palmirani, Monica; Vitali, Fabio, Metrics, Explainability and the European AI Act Proposal, «J», 2022, 5, pp. 126 - 138 [articolo]Open Access

Sovrano, Francesco; Palmirani, Monica; Distefano, Biagio; Sapienza, Salvatore; Vitali, Fabio, A dataset for evaluating legal question answering on private international law, in: Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law, New York, Association for Computing Machinery, 2021, pp. 230 - 234 (atti di: International Conference on Artificial Intelligence and Law, São Paulo, Brazil, June 21 - 25, 2021) [Contributo in Atti di convegno]Open Access

Sovrano, Francesco; Sapienza, Salvatore; Palmirani, Monica; Vitali, Fabio, A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act, in: Legal Knowledge and Information Systems, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 2021, pp. 235 - 242 (atti di: JURIX 2021: 4th International Conference on Legal Knowledge and Information Systems, Mykolas Romeris University, Vilnius, Lithuania, December 8-10, 2021) [Contributo in Atti di convegno]

Sovrano, Francesco; Vitali, Fabio, From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein’s Theory of Explanation, in: IUI '21: 26th International Conference on Intelligent User Interfaces, 2021, pp. 81 - 91 (atti di: IUI '21: 26th International Conference on Intelligent User Interfaces, College Station TX USA, April, 2021) [Contributo in Atti di convegno]

Palmirani, Monica; Sovrano, Francesco; Liga, Davide; Sapienza, Salvatore; Vitali, Fabio, Hybrid AI Framework for Legal Analysis of the EU Legislation Corrigenda, in: Legal Knowledge and Information Systems, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 2021, pp. 68 - 75 (atti di: JURIX 2021: 34th International Conference on Legal Knowledge and Information Systems, Mykolas Romeris University, Vilnius, Lithuania, December 8-10, 2021) [Contributo in Atti di convegno]

Sovrano, Francesco; Vitali, Fabio; Palmirani, Monica, Making Things Explainable vs Explaining: Requirements and Challenges Under the GDPR, in: AI Approaches to the Complexity of Legal Systems XI-XII. AICOL AICOL XAILA 2020 2018 2020, Cham, Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2021, 13048, pp. 169 - 182 (atti di: nternational Workshop on AI Approaches to the Complexity of Legal Systems (AICOL) / 3rd Workshop on Explainable and Responsible AI in Law (XAILA) at 33rd International Conference on Legal Knowledge and Information Systems (JURIX), ELECTR NETWORK, DEC 09-11, 2020) [Contributo in Atti di convegno]Open Access

Asperti, Andrea; Cortesi, Daniele; De Pieri, Carlo; Pedrini, Gianmaria; Sovrano, Francesco, Crawling in Rogue's Dungeons With Deep Reinforcement Techniques, «IEEE TRANSACTIONS ON GAMES», 2020, 12, pp. 177 - 186 [articolo]

Sovrano, Francesco; Palmirani, Monica; Vitali, Fabio, Deep learning based multi-label text classification of UNGA resolutions, in: ICEGOV 2020: Proceedings of the 13th International Conference on Theory and Practice of Electronic Governance, New York, ACM Association for Computing Machinery, 2020, pp. 686 - 695 (atti di: ICEGOV 2020: International Conference on Theory and Practice of Electronic Governance, Athen, 23-25 September 2020) [Contributo in Atti di convegno]Open Access

Palmirani, Monica; Bincoletto, Giorgia; Leone, Valentina; Sapienza, Salvatore; Sovrano, Francesco, Hybrid Refining Approach of PrOnto Ontology, in: Electronic Government and the Information Systems Perspective., Cham, Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12394, pp. 3 - 17 (atti di: 9th International Conference on Electronic Government and the Information Systems Perspective. EGOVIS 2020, Bratislava, Slovakia, September 14 - 17, 2020) [Contributo in Atti di convegno]Open Access

Francesco Sovrano, Monica Palmirani, Fabio Vitali, Legal Knowledge Extraction for Knowledge Graph Based Question-Answering, in: Legal Knowledge and Information Systems JURIX 2020: The Thirty-third Annual Conference, Brno, Czech Republic, December 9–11, 2020, Amsterdam, IOS, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 2020, 334, pp. 143 - 153 (atti di: Legal Knowledge and Information Systems (JURIX 2020), 33rd International Conference., Brno, Czech Republic, December 9–11, 2020) [Contributo in Atti di convegno]Open Access

Sovrano, Francesco; Vitali, Fabio; Palmirani, Monica, Modelling GDPR-Compliant Explanations for Trustworthy AI, in: Electronic Government and the Information Systems Perspective, Cham, Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12394, pp. 219 - 233 (atti di: International Conference on Electronic Government and the Information Systems Perspective. EGOVIS 2020, Bratislava, September 14 - 17, 2020) [Contributo in Atti di convegno]Open Access

Sovrano, Francesco, Combining Experience Replay with Exploration by Random Network Distillation, in: 2019 IEEE Conference on Games (CoG), 2019, pp. 1 - 8 (atti di: 2019 IEEE Conference on Games (CoG), London, UK, 20-23 August) [Contributo in Atti di convegno]

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