Fabrizio Celesti

According to our database, Fabrizio Celesti authored at least 12 papers between 2016 and 2024.

Collaborative distances:

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

2024

Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: a Pneumonia Diagnosis Case Study.

Giovanni Lonia, Davide Ciraolo, Maria Fazio, Fabrizio Celesti, Paolo Ruggeri, Massimo Villari, Antonio Celesti

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients.

Antonio Celesti, Marco Dell'Acqua, Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò

Proceedings of the IEEE Symposium on Computers and Communications, 2024

2023

Adopting Machine Learning-Based Pose Estimation as Digital Biomarker in Motor Tele-Rehabilitation.

Antonio Celesti, Maria Fazio, Armando Ruggeri, Fabrizio Celesti, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò

Proceedings of the IEEE Symposium on Computers and Communications, 2023

The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology.

Antonio Celesti, Giovanna Sannino, Mario A. Bochicchio, Maria Fazio, Massimo Villari, Fabrizio Celesti, Mirjam Bonanno, Rocco Salvatore Calabrò

Proceedings of the 19th IEEE International Conference on e-Science, 2023

2021

Towards Smart Tele-Biomedical Laboratory: Where We Are, Issues, and Future Challenges.

Agata Romano, Rosaria Lanza, Fabrizio Celesti, Antonio Celesti, Maria Fazio, Francesco Martella, Antonino Galletta, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2021

2020

Improving Machine Learning Algorithm Processing Time in Tele-Rehabilization Through a NoSQL Graph Database Approach: A Preliminary Study.

Antonio Celesti, Fabrizio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2020

Improving Tele-Rehabilitation Therapy Through Machine Learning with a NoSQL Graph DBMS Approach.

Antonio Celesti, Fabrizio Celesti, Maria Fazio, Massimo Villari

Proceedings of the IEEE Globecom Workshops, 2020

2019

How to Develop IoT Cloud e-Health Systems Based on FIWARE: A Lesson Learnt.

Antonio Celesti, Maria Fazio, Fermín Galán Márquez, Alex Glikson, Hope Mauwa, Antoine B. Bagula, Fabrizio Celesti, Massimo Villari

J. Sens. Actuator Networks, 2019

Using Machine Learning to Study Flu Vaccines Opinions of Twitter Users.

Antonio Celesti, Antonino Galletta, Fabrizio Celesti, Maria Fazio, Massimo Villari

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

optimizing the Research of DNA Sequences in a NoSQL Document Database: A Preliminary Study.

Fabrizio Celesti, Antonio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2017

Big data analytics in genomics: The point on Deep Learning solutions.

Fabrizio Celesti, Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Salvatore Campo, Agata Romano, Placido Bramanti, Massimo Villari

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

2016

New trends in Biotechnology: The point on NGS Cloud computing solutions.

Antonio Celesti, Maria Fazio, Fabrizio Celesti, Giovanna Sannino, Salvatore Campo, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communication, 2016