José Luis Corcuera Bárcena

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

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni et al. · Computer Communications · 2023 · 44 citations · Full text

Computing, Computer Science, Information Technology +15

An Approach to Federated Learning of Explainable Fuzzy Regression Models

José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani et al. · 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 2022 · 28 citations · Full text

Computing, Computer Science, Information Technology +12

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

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni et al. · Information Fusion · 2024 · 21 citations · Full text

Computing, Computer Science, Data Mining +12

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

Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena et al. · SoftwareX · 2023 · 15 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data

José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda et al. · IEEE Transactions on Artificial Intelligence · 2024 · 10 citations · Full text

Computing, Computer Science, Information Technology +13