Pubblicazioni

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]

Jimenez-Navarro, I. C.; Prandi, C.; Perez de Lucia, J. G.; Cecilia, J. M.; Senent-Aparicio, J., Ecological Crisis from Children’s Perspective: Lessons Learned and Their Importance in Shaking Up Social Awareness, «SUSTAINABILITY», 2024, 16, pp. 1 - 19 [Articolo in rivista]

Feraudo, Angelo; Maxenti, Stefano; Lacava, Andrea; Bellavista, Paolo; Polese, Michele; Melodia, Tommaso, xDevSM: Streamlining xApp Development With a Flexible Framework for O-RAN E2 Service Models, in: The 18th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization 2024 (WiNTECH 2024), 2024, pp. 1954 - 1961 (atti di: The 18th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization 2024 (WiNTECH 2024), Washington D.C. DC USA, November 18 - 22, 2024) [Contributo in Atti di convegno] Open Access

Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo, Membership Proof in Federated Learning via Cryptographic Accumulators, in: 2024 6th International Conference on Blockchain Computing and Applications (BCCA), IEEE, 2024, pp. 57 - 63 (atti di: International Conference on Blockchain Computing and Applications (BCCA), Dubai, United Arab Emirates, 26-29 November 2024) [Contributo in Atti di convegno] Open Access

Brahmia, Z.; Brahmia, S.; Grandi, F., A Time-Varying JSON Data Model and Its Query Language for the Management of Evolving Green Things in IoGT-Based Systems, in: Internet of Things and Big Data Analytics for a Green Environment, Boca Raton, FL, CRC Press - Taylor & Francis Group, 2024, pp. 223 - 237 [Capitolo/Saggio in libro]

Borges Oliveira, Francis; DI FELICE, Marco; Kamienski, Carlos, IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum, «INTERNET OF THINGS», 2024, 28, pp. 1 - 19 [Articolo in rivista]