MARCELLONI, FRANCESCO Statistiche
MARCELLONI, FRANCESCO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees
2025-01-01 Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
2024-01-01 Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio
Continuous Monitoring of Body Shaming Actions in Social Networks
2024-01-01 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta
Dataset for multimodal fake news detection and verification tasks
2024-01-01 Bondielli, A.; Dell'Oglio, P.; Lenci, A.; Marcelloni, F.; Passaro, L.
Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images
2024-01-01 Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Pedrycz, Witold
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 c-means and Fuzzy c-means Clustering Algorithms for Horizontally and Vertically Partitioned Data
2024-01-01 Corcuera Barcena, J. L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P.
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
Finding Beauty in Mobile EEG When Visiting Art Exhibitions
2024-01-01 Palmieri, Maurizio; Avvenuti, Marco; Callara, ALEJANDRO LUIS; Marcelloni, Francesco; Vecchio, Alessio
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data
2024-01-01 Schiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo
Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection
2024-01-01 Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Vallati, C.; Di Rienzo, F.
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers
2024-01-01 Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data
2024-01-01 Basile, M.; Gibiino, F.; Cavazza, J.; Semplici, P.; Cocco, M.; Marcelloni, F.; Bechini, A.; Vanello, N.
XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images
2024-01-01 Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino; Renda, Alessandro; Schiavo, Alessio
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
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees | 1-gen-2025 | Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A. | |
| Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering | 1-gen-2024 | Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio | |
| Continuous Monitoring of Body Shaming Actions in Social Networks | 1-gen-2024 | Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta | |
| Dataset for multimodal fake news detection and verification tasks | 1-gen-2024 | Bondielli, A.; Dell'Oglio, P.; Lenci, A.; Marcelloni, F.; Passaro, L. | |
| Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images | 1-gen-2024 | Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Pedrycz, Witold | |
| 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 c-means and Fuzzy c-means Clustering Algorithms for Horizontally and Vertically Partitioned Data | 1-gen-2024 | Corcuera Barcena, J. L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P. | |
| 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 | |
| Finding Beauty in Mobile EEG When Visiting Art Exhibitions | 1-gen-2024 | Palmieri, Maurizio; Avvenuti, Marco; Callara, ALEJANDRO LUIS; Marcelloni, Francesco; Vecchio, Alessio | |
| On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data | 1-gen-2024 | Schiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo | |
| Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection | 1-gen-2024 | Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Vallati, C.; Di Rienzo, F. | |
| Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers | 1-gen-2024 | Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro | |
| Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data | 1-gen-2024 | Basile, M.; Gibiino, F.; Cavazza, J.; Semplici, P.; Cocco, M.; Marcelloni, F.; Bechini, A.; Vanello, N. | |
| XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images | 1-gen-2024 | Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino; Renda, Alessandro; Schiavo, Alessio | |
| 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 |