José Luis Corcuera Bárcena

17 papers B 3C 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Devising an actor-based middleware support to federated learning experiments and systems.
Future Gener. Comput. Syst.
Alessio Bechini, José Luis Corcuera Bárcena
2025 J jnl
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees.
Inf. Fusion
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2024 J jnl
Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data.
IEEE Trans. Artif. Intell.
José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2023 J jnl
Enabling federated learning of explainable AI models within beyond-5G/6G networks.
Comput. Commun.
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis
2023 C conf
Experimental Assessment of Heterogeneous Fuzzy Regression Trees.
IJCCI
José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023 — conf
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression.
xAI (1)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023 — conf
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea
2023 — conf
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks.
FUZZ
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2023 J jnl
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python.
SoftwareX
Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022 J jnl
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting.
ACM Trans. Knowl. Discov. Data
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022 B conf
An Approach to Federated Learning of Explainable Fuzzy Regression Models.
FUZZ-IEEE
José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda
2022 — conf
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models.
XAI.it@AI*IA
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2022 — conf
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks.
OLUD@WCCI
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2022 B conf
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis.
FUZZ-IEEE
Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022 — conf
Towards Trustworthy AI for QoE prediction in B5G/6G Networks.
AI6G@WCCI
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis
2021 — conf
A federated fuzzy c-means clustering algorithm.
WILF
José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2021 B conf
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome.
SMARTCOMP
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda