Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment. - Stefano Izzo; Marzia Canzaniello; Martina Savoia; Fabio Giampaolo; Francesco Piccialli (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management. - Marzia Canzaniello; Sara Amitrano; Edoardo Prezioso; Fabio Giampaolo; Salvatore Cuomo; Francesco Piccialli (CyberSciTech, 2024)

On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. - Daniela Annunziata; Marzia Canzaniello; Diletta Chiaro; Stefano Izzo; Martina Savoia; Francesco Piccialli (PDP, 2024)

Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. - Daniela Annunziata; Marzia Canzaniello; Martina Savoia; Salvatore Cuomo; Francesco Piccialli (PDP, 2024)

GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency. - Francesco Piccialli; Marzia Canzaniello; Diletta Chiaro; Stefano Izzo; Pian Qi (Inf. Fusion, 2024)

CAPTURE - Computational Analysis and Predictive Techniques for Urban Resource Efficiency. - Marzia Canzaniello; Stefano Izzo; Diletta Chiaro; Antonella Longo; Francesco Piccialli (Expert Syst. J. Knowl. Eng., 2025)