CORCUERA BÁRCENA, JOSÉ LUIS Statistiche
CORCUERA BÁRCENA, JOSÉ LUIS
DIPARTIMENTO DI INFORMATICA
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.
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.
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
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.
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
An Approach to Federated Learning of Explainable Fuzzy Regression Models
2022-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models
2022-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks
2022-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis
2022-01-01 Bechini, Alessio; CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Towards Trustworthy AI for QoE prediction in B5G/6G Networks
2022-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Stea, Giovanni; Virdis, Antonio
A federated fuzzy c-means clustering algorithm
2021-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Marcelloni, Francesco; Renda, Alessandro; Bechini, Alessio; Ducange, Pietro
Using an Indoor Localization System for Activity Recognition
2020-01-01 Andrea, Aliperti; CORCUERA BÁRCENA, JOSÉ LUIS; Fruzzetti, Chiara; Gianluca, Marchini; Francesco, Miliani; Simone, Musetti; Andrea, Primaverili; Riccardo, Rocchi; Davide, Ruisi; Vecchio, Alessio
| 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. | |
| 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. | |
| 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 | |
| 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. | |
| 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 | |
| An Approach to Federated Learning of Explainable Fuzzy Regression Models | 1-gen-2022 | CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro | |
| Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models | 1-gen-2022 | CORCUERA BÁRCENA, JOSÉ LUIS; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio | |
| Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks | 1-gen-2022 | CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio | |
| Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis | 1-gen-2022 | Bechini, Alessio; CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro | |
| Towards Trustworthy AI for QoE prediction in B5G/6G Networks | 1-gen-2022 | CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Stea, Giovanni; Virdis, Antonio | |
| A federated fuzzy c-means clustering algorithm | 1-gen-2021 | CORCUERA BÁRCENA, JOSÉ LUIS; Marcelloni, Francesco; Renda, Alessandro; Bechini, Alessio; Ducange, Pietro | |
| Using an Indoor Localization System for Activity Recognition | 1-gen-2020 | Andrea, Aliperti; CORCUERA BÁRCENA, JOSÉ LUIS; Fruzzetti, Chiara; Gianluca, Marchini; Francesco, Miliani; Simone, Musetti; Andrea, Primaverili; Riccardo, Rocchi; Davide, Ruisi; Vecchio, Alessio |