José Luis Corcuera Bárcena

According to our database, José Luis Corcuera Bárcena authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Inf. Fusion, 2025

2023

Enabling federated learning of explainable AI models within beyond-5G/6G networks.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis

Comput. Commun., October, 2023

OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python.

Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

SoftwareX, July, 2023

Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

Proceedings of the Explainable Artificial Intelligence, 2023

Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks.

José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Experimental Assessment of Heterogeneous Fuzzy Regression Trees.

José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting.

Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

ACM Trans. Knowl. Discov. Data, 2022

Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), 2022

Towards Trustworthy AI for QoE prediction in B5G/6G Networks.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis

Proceedings of the Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), 2022

Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis.

Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

An Approach to Federated Learning of Explainable Fuzzy Regression Models.

José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models.

José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo

Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

2021

A federated fuzzy c-means clustering algorithm.

José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange

Proceedings of WILF 2021, 2021

Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome.

Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Smart Computing, 2021