Pubblicazioni

Marrero, A. S.; Marrero, G. A.; Bethencourt, C.; James, L.; Calegari, R., AI-fairness and equality of opportunity: a case study on educational achievement, in: AEQUITAS 2024 - Proceedings of the 2nd Workshop on Fairness and Bias in AI, co-located with 27th European Conference on Artificial Intelligence, ECAI 2024, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2024, 3808, pp. 1 - 13 (atti di: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024, Santiago di Compostela, 2024) [Contributo in Atti di convegno] Open Access

Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S., Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients, in: Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024, CEUR-WS.org, «CEUR WORKSHOP PROCEEDINGS», 2024, 3880, pp. 189 - 201 (atti di: 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024) [Contributo in Atti di convegno] Open Access

Dadi, Maichol; Franco, Annalisa; Maltoni, Davide, Supporting Human Examiners in Facial Image Manipulation Detection, in: 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), New York, IEEE, 2024, pp. 710 - 715 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), St. Albans, United Kingdom, 22-24 Ottobre 2024) [Contributo in Atti di convegno] Open Access

Laneve, C., Reachability Analysis in Micro-Stipula, in: Proceedings of the 26th International Symposium on Principles and Practice of Declarative Programming (PPDP 2024), 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, ASSOC COMPUTING MACHINERY, 2024, pp. 1 - 12 (atti di: 26th International Symposium on Principles and Practice of Declarative Programming, {PPDP} 2024, Milano, 9-11/09/2024) [Contributo in Atti di convegno]

Bistarelli, S.; Laneve, C.; Mercanti, I.; Veschetti, A., Analyzing the Fairness of Proof of Stake Ethereum, in: Massimo Bartoletti and Claudio Schifanella and Andrea Vitaletti, Proceedings of the Sixth Distributed Ledger Technology Workshop (DLT 2024), «CEUR WORKSHOP PROCEEDINGS», 2024, 3791, pp. 1 - 8 (atti di: Sixth Distributed Ledger Technology Workshop (DLT 2024), Torino, 14-15 Maggio 2024) [Contributo in Atti di convegno]

Spillo, G.; De Filippo, A.; Musto, C.; Milano, M.; Semeraro, G., Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Model Performances, in: 18th ACM Conference on Recommender Systems, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, ASSOC COMPUTING MACHINERY, 2024, pp. 866 - 871 (atti di: RecSys 2024, Bari, 14-18 ottobre 2024) [Contributo in Atti di convegno]

Carrino, Giuseppe; Di Iorio, Angelo; Barabucci, Gioele, Investigating news coverage and circulation over time in a quantitative manner: the TARO framework, «THE NEW REVIEW OF HYPERMEDIA AND MULTIMEDIA», 2024, 2024, pp. 1 - 28 [Articolo in rivista]

Robledo-Moreno, Marta; Borghi, Guido; DI DOMENICO, Nicolò; Franco, Annalisa; Raja, Kiran; Maltoni, Davide, Towards Federated Learning for Morphing Attack Detection, in: Proceedings of 2024 IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, «IEEE INTERNATIONAL CONFERENCE ON BIOMETRICS, THEORY, APPLICATIONS AND SYSTEMS», 2024, pp. 1 - 10 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 settembre 2024) [Contributo in Atti di convegno] Open Access

Bellavista, Paolo; Garbugli, Andrea, Cloud Continuum Digital Twins: Architectures of Solution, Open Technical Challenges, and Lessons Learned, in: Leveraging Applications of Formal Methods, Verification and Validation., Springer LNCS, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, pp. 44 - 59 (atti di: ISOLA 2024, Creta, Grecia, October 27-31, 2024) [Contributo in Atti di convegno]

Miguel, P. L.; Lumini, A.; Medalha, G. C.; Roberto, G. F.; Rozendo, G. B.; Cansian, A. M.; Tosta, T. A. A.; do Nascimento, M. Z.; Neves, L. A., Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images, in: Proceedings of the 26th International Conference on Enterprise Information Systems, scitepress, 2024, 1, pp. 456 - 464 (atti di: 26th International Conference on Enterprise Information Systems, Angers, France, 27-29 April, 2024) [Contributo in Atti di convegno]

Roberto, G. F.; Pereira, D. C.; Martins, A. S.; Tosta, T. A. A.; Soares, C.; Lumini, A.; Rozendo, G. B.; Neves, L. A.; Nascimento, M. Z., Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images, «PATTERN RECOGNITION LETTERS», 2024, 189, pp. 248 - 255 [Articolo in rivista]

Roberto, G. F.; Neves, L. A.; Lumini, A.; Martins, A. S.; Nascimento, M. Z. D., An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images, «PATTERN ANALYSIS AND APPLICATIONS», 2024, 27, pp. 1 - 18 [Articolo in rivista]

Rozendo, G. B.; Lumini, A.; Roberto, G. F.; Tosta, T. A. A.; do Nascimento, M. Z.; Neves, L. A., X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence, in: International Conference on Enterprise Information Systems, ICEIS - Proceedings, Science and Technology Publications, Lda, «ICEIS», 2024, 1, pp. 674 - 681 (atti di: 26th International Conference on Enterprise Information Systems, ICEIS 2024, fra, 2024) [Contributo in Atti di convegno]

Dadi, M.; Lumini, A.; Franco, A.; Sangiorgi, G., Deep learning for Root System Extraction from Barley Plants, in: 2024 14th International Conference on Pattern Recognition Systems, ICPRS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 6 (atti di: 14th International Conference on Pattern Recognition Systems, ICPRS 2024, gbr, 2024) [Contributo in Atti di convegno]

Rozendo, G. B.; Garcia, B. L. D. O.; Borgue, V. A. T.; Lumini, A.; Tosta, T. A. A.; Nascimento, M. Z. D.; Neves, L. A., Data Augmentation in Histopathological Classification: An Analysis Exploring GANs with XAI and Vision Transformers, «APPLIED SCIENCES», 2024, 14, pp. 1 - 20 [Articolo in rivista]

Farooq, Emmen; Borghesi, Andrea, LSTM-Based Unsupervised Anomaly Detection in High-Performance Computing: A Federated Learning Approach, in: 2024 IEEE International Conference on Big Data (BigData), «... IEEE INTERNATIONAL CONFERENCE ON BIG DATA», 2024, pp. 7735 - 7744 (atti di: 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 15-18 December 2024) [Contributo in Atti di convegno] Open Access

Grushchak, D.; Kline, J.; Pianini, D.; Farabegoli, N., An Agent-Based Model of Directional Multi-Herds, in: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 2024, pp. 15 - 20 (atti di: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Aarhus, Denmark, September 16-20, 2024) [Contributo in Atti di convegno]

Pianini, D.; Baiardi, M.; Burattini, S.; Ciatto, G., Multi-Paradigm Integration for the BDI Resurgence, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 27 - 28 (atti di: 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, dnk, 2024) [Contributo in Atti di convegno]

Pianini, D.; Tomforde, S., Towards Adaptive Trajectories for Mixed Autonomous and Human-Operated Ships, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 29 - 34 (atti di: 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, dnk, 2024) [Contributo in Atti di convegno]

Calvio, A.; Lenzi, F.; Bujari, A.; Foschini, L., Charting the Route: Fine-grained Road Topology Construction for Logistics Digital Twins, in: Proceedings - IEEE Symposium on Computers and Communications, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS», 2024, pp. 1 - 6 (atti di: 29th IEEE Symposium on Computers and Communications, ISCC 2024, fra, 2024) [Contributo in Atti di convegno]