Marzia Canzaniello

According to our database, Marzia Canzaniello authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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., February, 2025

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

Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact.

Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli

Proceedings of the 32nd Euromicro International Conference on Parallel, 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

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

Leveraging Digital Twins and Generative AI for Effective Urban Mobility Management.

Marzia Canzaniello, Sara Amitrano, Edoardo Prezioso, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli

Proceedings of the 2024 IEEE Cyber Science and Technology Congress (CyberSciTech), 2024

2023

Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment.

Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli

Proceedings of the IEEE Intl Conf on Dependable, 2023