Publications

What we publish

Recent papers by BEAR members.

34 papers

2026

  1. A Concern-Oriented Governance Approach for Securing Agentic AI

    Sandeep Gupta, Marco Bombieri, Bruno Crispo, Paolo Giorgini

    Preprint DOI ↗

  2. Agenti autonomi, rischi sistemici: la nuova frontiera della cybersicurezza in Italia

    Marco Bombieri, S Gupta, B Crispo, Paolo Giorgini

    ICT Security Magazine Journal Article ↗

  3. AI4US: Revolutionizing ultrasound image processing and analysis with artificial intelligence

    Sara Moccia, Maria Chiara Fiorentino, Selene Tomassini

    Medical & Biological Engineering & Computing Journal DOI ↗

  4. ANATOMIADI: a national, image-based anatomy competition for residents in Italy to enhance postgraduate education through interactive learning

    Carlo Cosimo Quattrocchi, Marinella Neri, Monica Antolini, Alessio Apollonio, Andrea Casula, Flora De Rosa, Veronica Domestico, Marianna Fusina, Paolo Giorgini, Giuseppe Greco, Daniel Raimi, Fabrizio Sannino, Daniele Vo, Andrea Falzone

    Insights into Imaging Journal DOI ↗

  5. BrAInXplore: Automated 3D Delineation and Structural Analysis of Brain MRI Data

    Chiara Bentifece, Selene Tomassini, Haidar Anbar, MHD Jafar Mortada, Ilaria Marcantoni, Agnese Sbrollini, Micaela Morettini, Laura Burattini

    2026 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT) Conference DOI ↗

  6. Cognitive Digital Twins in Surgery: Insights from an International Multidisciplinary Workshop

    Damiano Fruet, Marco Bombieri, Erica Ordali, Steven Yule, Vaibhav Unhelkar, Daniel Leff, George Mylonas, Pietro Pietrini, Yang Ye, Ravi Naik, Giandomenico Nollo, Roger Dias, Marco A. Zenati

    Preprint DOI ↗

  7. Consent under control with ProPrivacy: Business process compliance verification for GDPR-consent requirements

    Marco Robol, Mattia Salnitri, Elda Paja, Paolo Giorgini

    Information and Software Technology Journal DOI ↗

  8. Do LLMs Dream of Ontologies?

    Marco Bombieri, Paolo Fiorini, Simone Paolo Ponzetto, Marco Rospocher

    ACM Transactions on Intelligent Systems and Technology Journal DOI ↗

  9. From Text to Knowledge: An Ontology-Aware Triple Extraction Framework with LLMs

    Marco Calautti, Damiano Duranti, Paolo Giorgini

    Lecture Notes in Computer Science Book chapter DOI ↗

  10. Intelligenza artificiale e finanza: il Trentino come hub di innovazione

    Flavio Bazzana, Paolo Giorgini

    Economia Trentina, 75(1), pp. 27–31 Journal IRIS ↗

  11. Interdisciplinary Dialogues on Surgical Data Science: Revising Its Benefits for Surgical Stakeholders and Patients

    Marco Bombieri, Arnaud Huaulmé, Kevin Cleary, Stamatia Giannarou, Gernot Kronreif, Franziska Mathis-Ullrich, Evangelos Mazomenos, Krystel Nyangoh Timoh, Micha Pfeiffer, Marco A. Zenati, Paolo Fiorini, Pierre Jannin

    IEEE Transactions on Medical Robotics and Bionics Journal DOI ↗

  12. Le voci dell’inclusione: scoprirle e analizzarle con AI e analisi statistiche

    Dario Ianes, Sofia Cramerotti, Marco Rospocher, Marco Bombieri, Benedetta Zagni

    IUL Research Journal DOI ↗

  13. Learning Surgical Procedures from Text

    Marco Bombieri

    Springer Tracts in Advanced Robotics Book chapter DOI ↗

  14. Promoting Innovation and Education: Challenge Based Learning in Vascular Surgery

    Sara Allievi, Nicola Doppio, Igor Raunig, Annalisa Trianni, Paolo Giorgini, Stefano Bonvini

    European Journal of Vascular and Endovascular Surgery Journal DOI ↗

  15. ReflectOR: An LLM-based Agent for Postoperative Surgical Debriefing

    Sara Allievi, Lorenzo Fumi, Marco Bombieri, Theodora Chaspari, Marco Zenati, Paolo Giorgini, Stefano Bonvini

    Journal of Vascular Surgery Journal DOI ↗

  16. Self-Evolving Software Agents

    Marco Robol, Paolo Giorgini

    Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems Conference DOI ↗

  17. Semantic-Based Autonomous Context Tracking in Cognitive Robotic Surgery

    Andrea Roberti, Marco Bombieri, Daniele Meli, Riccardo Muradore

    IEEE Transactions on Medical Robotics and Bionics Journal DOI ↗

  18. Shiny Stories, Hidden Struggles: Investigating the Representation of Disability Through the Lens of LLMs

    Marco Bombieri, Simone Paolo Ponzetto, Marco Rospocher

    ACM Transactions on Intelligent Systems and Technology Journal DOI ↗

  19. Structured Modality-Aware Token Interaction for Multimodal Medical Imaging

    Selene Tomassini, Hafiza Ayesha Hoor Chaudhry, Alessandro Galdelli, Paolo Giorgini

    Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence Conference DOI ↗

  20. The Cognitive Architecture

    Eleonora Tagliabue, Marco Bombieri

    Towards Autonomous Robotic Surgery, Springer Tracts in Advanced Robotics, pp. 177–187 Book chapter DOI ↗

  21. Towards Surgical Task Planning from Text

    Marco Bombieri

    Springer Tracts in Advanced Robotics Book chapter DOI ↗

  22. Tropos+: Tropos Extended in the Days of Large Language Models

    Paolo Bresciani, Paolo Giorgini, John Mylopoulos, Anna Perini, Angelo Susi

    Lecture Notes in Computer Science Book chapter DOI ↗

2025

  1. Editorial: AI4US Special Issue

    Maria Chiara Fiorentino, Selene Tomassini, Sara Moccia

    Medical & Biological Engineering & Computing Journal DOI ↗

  2. Towards Cognitive Autonomous Anatomy Tracking in Robotic Surgery

    Andrea Roberti, Daniele Meli, Marco Bombieri, Riccardo Muradore

    Proceedings of the 14th Conference on New Technologies for Computer/Robot Assisted Surgery (CRAS 2025), Lisbon, pp. 68–69 Conference IRIS ↗

  3. A multi-algorithm pathfinding method: Exploiting performance variations for enhanced efficiency

    Aya Kherrour, Marco Robol, Marco Roveri, Paolo Giorgini

    Annals of Mathematics and Artificial Intelligence Journal DOI ↗

  4. Climate Data IT: Towards a National Data Hub for Climate Science

    Sandro Fiore, Paola Nassisi, Ludovica Sacco, Gabriele Padovani, Fabrizio Antonio, Donatello Elia, Italo Epicoco, Nicola Giuseppe Marchioro, Marco Robol, Konstantinos Zefkilis, Flavio Vella, Carolina Sopranzetti, Andrea Alessandri, Annalisa Cherchi, Franco Catalano, Gianmaria Sannino, Gabriella Scipione, Marco Puccini, Erika Coppola, Ivan Girotto, Marco Reale, Stefano Salon, Antonella Galizia, Marcello Iotti, Paolo Giorgini, Hilary J. Oliver, Valentine Anantharaj, Silvio Gualdi

    Proceedings of the 4th Italian Conference on Big Data and Data Science (ITADATA 2025), CEUR Workshop Proceedings, vol. 4152 Conference CEUR ↗

  5. Data imputation in large and small-scale spatiotemporal time series gaps using BackForward Bi-LSTM

    Alessandro Galdelli, Gagan Narang, Selene Tomassini, Lorenzo D’Agostino, Anna Nora Tassetti, Adriano Mancini

    Journal of Big Data Journal DOI ↗

  6. Do LLMs Authentically Represent Affective Experiences of People with Disabilities on Social Media?

    Marco Bombieri, Simone Paolo Ponzetto, Marco Rospocher

    Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pp. 72–82 Conference ACL Anthology ↗

  7. LLMs for Microservice Generation: Capabilities, Challenges, and Advancements

    Raffaele Spista, Bruno Crispo, Paolo Giorgini, Alessandro Marchetto, Giuseppe Riccardi

    2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) Conference DOI ↗

  8. Mining Impersonification Bias in LLMs via Survey Filling

    Marco Bombieri, Marco Rospocher

    Information Journal DOI ↗

  9. Multi-Branch CNN-LSTM Fusion Network-Driven System With BERT Semantic Evaluator for Radiology Reporting in Emergency Head CTs

    Selene Tomassini, Damiano Duranti, Abdallah Zeggada, Carlo Cosimo Quattrocchi, Farid Melgani, Paolo Giorgini

    IEEE Journal of Translational Engineering in Health and Medicine Journal DOI ↗

  10. Self-Attentive Deep Fusion Framework with Transformer-Based Semantics for Emergency Head CT Reporting

    Selene Tomassini, Abdallah Zeggada, Carlo Cosimo Quattrocchi, Farid Melgani, Paolo Giorgini

    2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) Conference DOI ↗

  11. The Dangerous Effects of a Frustratingly Easy LLMs Jailbreak Attack

    Marco Bombieri, Simone Paolo Ponzetto, Marco Rospocher

    IEEE Access Journal DOI ↗

  12. yProv: a Software Ecosystem for Multi-level Provenance Management and Exploration in Climate Workflows

    Fabrizio Antonio, Gabriele Padovani, Ludovica Sacco, Carolina Sopranzetti, Marco Robol, Konstantinos Zefkilis, Nicola Marchioro, Sandro Fiore

    EGU General Assembly Conference Abstracts, EGU25-10981 Preprint DOI ↗