DUCANGE, PIETRO Statistiche
DUCANGE, PIETRO
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
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
Leveraging Explainable AI Methods and Tools for Educational Data
2024-01-01 Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca
Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models
2024-01-01 Mudarra, Antonio; Valdivia, David; Ducange, Pietro; Germán, Manuel; Rivera, Antonio J.; Dolores Pérez-Godoy, M.
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
A Snapshot from the ITAL-IA 2023 AI and Education Workshop}
2023-01-01 De Filippo, Allegra; Ducange, Pietro; Gentile, Manuel
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
An Intelligent system for the categorization of question time official documents of the Italian Chamber of Deputies
2023-01-01 Cavalieri, A.; Ducange, P.; Fabi, S.; Russo, F.; Tonellotto, N.
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
Explainable AI Tools for Educational Data
2023-01-01 Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca
Exploiting Simu5G for Generating Datasets for Training and Testing AI Models for 5G/6G Network Applications
2023-01-01 Nardini, Giovanni; Noferi, Alessandro; Ducange, Pietro; Stea, Giovanni
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.
| 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 | |
| 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 | |
| Leveraging Explainable AI Methods and Tools for Educational Data | 1-gen-2024 | Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca | |
| Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models | 1-gen-2024 | Mudarra, Antonio; Valdivia, David; Ducange, Pietro; Germán, Manuel; Rivera, Antonio J.; Dolores Pérez-Godoy, M. | |
| 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 | |
| A Snapshot from the ITAL-IA 2023 AI and Education Workshop} | 1-gen-2023 | De Filippo, Allegra; Ducange, Pietro; Gentile, Manuel | |
| 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 | |
| An Intelligent system for the categorization of question time official documents of the Italian Chamber of Deputies | 1-gen-2023 | Cavalieri, A.; Ducange, P.; Fabi, S.; Russo, F.; Tonellotto, N. | |
| 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 | |
| Explainable AI Tools for Educational Data | 1-gen-2023 | Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca | |
| Exploiting Simu5G for Generating Datasets for Training and Testing AI Models for 5G/6G Network Applications | 1-gen-2023 | Nardini, Giovanni; Noferi, Alessandro; Ducange, Pietro; Stea, Giovanni | |
| 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. |