| Metrics, explainability and the European AI act proposal F Sovrano, S Sapienza, M Palmirani, F Vitali J 5 (1), 126-138, 2022 | 120* | 2022 |
| Legal knowledge extraction for knowledge graph based question-answering F Sovrano, M Palmirani, F Vitali [JURIX'2020] Legal Knowledge and Information Systems: The Thirty-third …, 2020 | 74 | 2020 |
| An objective metric for Explainable AI: How and why to estimate the degree of explainability F Sovrano, F Vitali Knowledge-Based Systems 278, 110866, 2023 | 68 | 2023 |
| Explanatory artificial intelligence (YAI): human-centered explanations of explainable AI and complex data F Sovrano, F Vitali Data Mining and Knowledge Discovery 38 (5), 3141-3168, 2024 | 50 | 2024 |
| Deep learning based multi-label text classification of UNGA resolutions F Sovrano, M Palmirani, F Vitali [ICEGOV'2020] 13th international conference on theory and practice of …, 2020 | 47 | 2020 |
| A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act F Sovrano, S Sapienza, M Palmirani, F Vitali [JURIX'2021] Legal Knowledge and Information Systems: Thirty-fourth Annual …, 2022 | 43 | 2022 |
| Making things explainable vs explaining: Requirements and challenges under the GDPR F Sovrano, F Vitali, M Palmirani [AICOL-XII @ JURIX'2020] AI Approaches to the Complexity of Legal Systems XI …, 2018 | 39 | 2018 |
| Modelling GDPR-compliant explanations for trustworthy AI F Sovrano, F Vitali, M Palmirani [EGOVIS'2020] Electronic Government and the Information Systems Perspective …, 2020 | 37 | 2020 |
| From philosophy to interfaces: an explanatory method and a tool inspired by achinstein’s theory of explanation F Sovrano, F Vitali [IUI'2021] 26th International Conference on Intelligent User Interfaces, 81-91, 2021 | 32 | 2021 |
| Toward eliminating hallucinations: Gpt-based explanatory ai for intelligent textbooks and documentation F Sovrano, K Ashley, A Bacchelli [iTextbooks @ AIED’2023] Fifth Workshop on Intelligent Textbooks (iTextbooks …, 2023 | 26 | 2023 |
| How to quantify the degree of explainability: experiments and practical implications F Sovrano, F Vitali [FUZZ-IEEE'2022] 2022 IEEE International Conference on Fuzzy Systems, 1-9, 2022 | 21 | 2022 |
| A dataset for evaluating legal question answering on private international law F Sovrano, M Palmirani, B Distefano, S Sapienza, F Vitali [ICAIL'2021] Eighteenth International Conference on Artificial Intelligence …, 2021 | 21 | 2021 |
| Combining experience replay with exploration by random network distillation F Sovrano [CoG'2019] IEEE Conference on Games, London, United Kingdom, August 20-23 …, 2019 | 21 | 2019 |
| Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces F Sovrano, F Vitali ACM Trans. Interact. Intell. Syst., 2021 | 20 | 2021 |
| Explanation-aware experience replay in rule-dense environments F Sovrano, A Raymond, A Prorok IEEE Robotics and Automation Letters 7 (2), 898-905, 2021 | 15* | 2021 |
| Hybrid AI framework for legal analysis of the EU legislation corrigenda M Palmirani, F Sovrano, D Liga, S Sapienza, F Vitali [JURIX'2021] Legal Knowledge and Information Systems: The Thirty-fourth …, 2021 | 15 | 2021 |
| Hybrid refining approach of pronto ontology M Palmirani, G Bincoletto, V Leone, S Sapienza, F Sovrano [EGOVIS'2020] Electronic Government and the Information Systems Perspective …, 2020 | 14* | 2020 |
| Crawling in Rogue's Dungeons With Deep Reinforcement Techniques A Asperti, D Cortesi, C De Pieri, G Pedrini, F Sovrano IEEE Transactions on Games 12 (2), 177-186, 2019 | 14 | 2019 |
| The difference between explainable and explaining: requirements and challenges under the GDPR F Sovrano, F Vitali, M Palmirani [XAILA @ JURIX'2019] 2nd EXplainable AI in Law Workshop co-located with 32nd …, 2019 | 13 | 2019 |
| Crawling in rogue’s dungeons with (partitioned) a3c A Asperti, D Cortesi, F Sovrano [LOD'2018] Machine Learning, Optimization, and Data Science: 4th …, 2019 | 13 | 2019 |
Fabio VitaliProfessor of Computer Science, University of BolognaVerified email at unibo.it
