Fabio Giampaolo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
8
Active years
2022–2024
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICDCS | SHELOB-FFL: addressing Systems HEterogeneity with LOcally Backpropagated Forward-Forward Learning. | Stefano Izzo, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli |
| 2024 | ISCC | FLOWS: Federated Learning Optimization With Sinkhorn. | Diletta Chiaro, Fabio Giampaolo, Sara Amitrano, Francesco Piccialli |
| 2023 | DASC | A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning. | Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Diletta Chiaro, Salvatore Cuomo, Valerio Bellandi, Francesco Piccialli |
| 2023 | DASC | Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment. | Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli |
| 2023 | IJCNN | Investigating Random Variations of the Forward-Forward Algorithm for Training Neural Networks. | Fabio Giampaolo, Stefano Izzo, Edoardo Prezioso, Francesco Piccialli |
| 2023 | ICWS | Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture. | Fabio Giampaolo, Stefano Izzo, Stefano Siccardi, Antongiacomo Polimeno, Valerio Bellandi, Francesco Piccialli |
| 2023 | PDP | Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity. | Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli |
| 2023 | PDP | Modelling the COVID-19 infection rate through a Physics-Informed learning approach. | Mariapia De Rosa, Fabio Giampaolo, Francesco Piccialli, Salvatore Cuomo |
| 2022 | DASC | The BIOCHIP project: A Deep Learning approach for multiwell segmentation. | Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli |
| 2022 | ICDM | Cut the peaches: image segmentation for utility pattern mining in food processing. | Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli |
| 2022 | ICDM | A machine learning-based approach for mercury detection in marine waters. | Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo |
| 2022 | PPAM | A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging. | Salvatore Cuomo, Francesco Fato, Lorenzo Ugga, Gaia Spadarella, Renato Cuocolo, Fabio Giampaolo, Francesco Piccialli |