MARCELLONI, FRANCESCO Statistiche
MARCELLONI, FRANCESCO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
2024-01-01 Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio
Dataset for multimodal fake news detection and verification tasks
2024-01-01 Bondielli, A.; Dell'Oglio, P.; Lenci, A.; Marcelloni, F.; Passaro, L.
Development Of Novel Integrated Smart System Based On Artificial Intelligence For Management Of Operator Safety In Production Processes
2024-01-01 Gabbrielli, Roberto; Olivieri, Martina; DI PACO, Francesco; Marrazzini, Leonardo; Frosolini, Marco; Braglia, Marcello; Landi, Luca; Burattini, Luca; Gennaro, Claudio; Marcelloni, Francesco; Nepa, Paolo; Pirozzi, Marco
Federated Learning of XAI models in healthcare: a case study on Parkinson's Disease
2024-01-01 Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources
2023-01-01 Dell'Oglio, P.; Bondielli, A.; Marcelloni, F.
An Application for Federated Learning of XAI Models in Edge Computing Environments
2023-01-01 Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
An Explainable Intrusion Detection System for IoT Networks
2023-01-01 Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development
2023-01-01 Fioriti, D.; Stevanato, N.; Ducange, P.; Marcelloni, F.; Colombo, E.; Poli, D.
Enabling federated learning of explainable AI models within beyond-5G/6G networks
2023-01-01 Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio; Stea, Giovanni; Virdis, Antonio
Experimental Assessment of Heterogeneous Fuzzy Regression Trees
2023-01-01 Bárcena, José; Ducange, Pietro; Gallo, Riccardo; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks
2023-01-01 Corcuera Barcena, J. L.; Daole, M.; Ducange, P.; Marcelloni, F.; Nardini, G.; Renda, A.; Stea, G.
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson’s Disease Progression
2023-01-01 Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks
2023-01-01 Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
From basic approaches to novel challenges and applications in Sequential Pattern Mining
2023-01-01 Bechini, Alessio; Bondielli, Alessandro; Dell'Oglio, Pietro; Marcelloni, Francesco
Leveraging Sequence Mining for Robot Process Automation
2023-01-01 Dell'Oglio, Pietro; Bondielli, Alessandro; Bechini, Alessio; Marcelloni, Francesco
MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task
2023-01-01 Bondielli, Alessandro; Dell’Oglio, Pietro; Lenci, Alessandro; Marcelloni, Francesco; Passaro, Lucia C.; Sabbatini, Marco
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python
2023-01-01 Daole, M.; Schiavo, A.; Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G
2023-01-01 Merluzzi, M.; Borsos, T.; Rajatheva, N.; Benczur, A. A.; Farhadi, H.; Yassine, T.; Mueck, M. D.; Barmpounakis, S.; Strinati, E. C.; Dampahalage, D.; Demestichas, P.; Ducange, P.; Filippou, M. C.; Baltar, L. G.; Haraldson, J.; Karacay, L.; Korpi, D.; Lamprousi, V.; Marcelloni, F.; Mohammadi, J.; Rajapaksha, N.; Renda, A.; Uusitalo, M. A.
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project
2023-01-01 Ducange, P.; Marcelloni, F.; Micheli, D.; Nardini, G.; Renda, A.; Sabella, D.; Stea, G.; Virdis, A.
A News-based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
2022-01-01 Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering | 1-gen-2024 | Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio | |
Dataset for multimodal fake news detection and verification tasks | 1-gen-2024 | Bondielli, A.; Dell'Oglio, P.; Lenci, A.; Marcelloni, F.; Passaro, L. | |
Development Of Novel Integrated Smart System Based On Artificial Intelligence For Management Of Operator Safety In Production Processes | 1-gen-2024 | Gabbrielli, Roberto; Olivieri, Martina; DI PACO, Francesco; Marrazzini, Leonardo; Frosolini, Marco; Braglia, Marcello; Landi, Luca; Burattini, Luca; Gennaro, Claudio; Marcelloni, Francesco; Nepa, Paolo; Pirozzi, Marco | |
Federated Learning of XAI models in healthcare: a case study on Parkinson's Disease | 1-gen-2024 | Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio | |
A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources | 1-gen-2023 | Dell'Oglio, P.; Bondielli, A.; Marcelloni, F. | |
An Application for Federated Learning of XAI Models in Edge Computing Environments | 1-gen-2023 | Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro | |
An Explainable Intrusion Detection System for IoT Networks | 1-gen-2023 | Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco | |
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development | 1-gen-2023 | Fioriti, D.; Stevanato, N.; Ducange, P.; Marcelloni, F.; Colombo, E.; Poli, D. | |
Enabling federated learning of explainable AI models within beyond-5G/6G networks | 1-gen-2023 | Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio; Stea, Giovanni; Virdis, Antonio | |
Experimental Assessment of Heterogeneous Fuzzy Regression Trees | 1-gen-2023 | Bárcena, José; Ducange, Pietro; Gallo, Riccardo; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio | |
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks | 1-gen-2023 | Corcuera Barcena, J. L.; Daole, M.; Ducange, P.; Marcelloni, F.; Nardini, G.; Renda, A.; Stea, G. | |
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson’s Disease Progression | 1-gen-2023 | Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F. | |
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks | 1-gen-2023 | Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio | |
From basic approaches to novel challenges and applications in Sequential Pattern Mining | 1-gen-2023 | Bechini, Alessio; Bondielli, Alessandro; Dell'Oglio, Pietro; Marcelloni, Francesco | |
Leveraging Sequence Mining for Robot Process Automation | 1-gen-2023 | Dell'Oglio, Pietro; Bondielli, Alessandro; Bechini, Alessio; Marcelloni, Francesco | |
MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task | 1-gen-2023 | Bondielli, Alessandro; Dell’Oglio, Pietro; Lenci, Alessandro; Marcelloni, Francesco; Passaro, Lucia C.; Sabbatini, Marco | |
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python | 1-gen-2023 | Daole, M.; Schiavo, A.; Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A. | |
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G | 1-gen-2023 | Merluzzi, M.; Borsos, T.; Rajatheva, N.; Benczur, A. A.; Farhadi, H.; Yassine, T.; Mueck, M. D.; Barmpounakis, S.; Strinati, E. C.; Dampahalage, D.; Demestichas, P.; Ducange, P.; Filippou, M. C.; Baltar, L. G.; Haraldson, J.; Karacay, L.; Korpi, D.; Lamprousi, V.; Marcelloni, F.; Mohammadi, J.; Rajapaksha, N.; Renda, A.; Uusitalo, M. A. | |
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project | 1-gen-2023 | Ducange, P.; Marcelloni, F.; Micheli, D.; Nardini, G.; Renda, A.; Sabella, D.; Stea, G.; Virdis, A. | |
A News-based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting | 1-gen-2022 | Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro |