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발행년	- (예 : 2010-2015)

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

Academic Journal

Corcuera Barcena, J.L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P.

In: IEEE Transactions on Artificial Intelligence. (IEEE Transactions on Artificial Intelligence, 2024, :1-15)

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

Academic Journal

Corcuera Bárcena, J.L.; Ducange, P.; Marcelloni, F.; Nardini, G.; Noferi, A.; Renda, A.; Ruffini, F.; Schiavo, A.; Stea, G.; Virdis, A.

In: Computer Communications. (Computer Communications, 1 October 2023, 210:356-375)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

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

Academic Journal

Corcuera Bárcena, J.L.; Ducange, P.; Marcelloni, F.; Renda, A.

In: Information Fusion. (Information Fusion, January 2025, 113)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

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

Academic Journal

Daole, M.; Schiavo, A.; Corcuera Bárcena, J.L.; Ducange, P.; Marcelloni, F.; Renda, A.

In: SoftwareX. (SoftwareX, July 2023, 23)

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect O/A) Web of Science JCR 저널정보 Scopus Find it@PNU

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

Conference

Corcuera Barcena, J.L.; Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.; Schiavo, A.

In: IEEE International Conference on Fuzzy Systems, 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023. (IEEE International Conference on Fuzzy Systems, 2023)

Full Text (IEEE) Scopus Find it@PNU

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

Conference

Bechini, A.; Corcuera Barcena, J.L.; Ducange, P.; Marcelloni, F.; Renda, A.

In: IEEE International Conference on Fuzzy Systems, 2022 IEEE International Conference on Fuzzy Systems, FUZZ 2022 - Proceedings. (IEEE International Conference on Fuzzy Systems, 2022, 2022-July)

Full Text (IEEE) Scopus Find it@PNU

An Approach to Federated Learning of Explainable Fuzzy Regression Models

Conference

Corcuera Barcena, J.L.; Ducange, P.; Ercolani, A.; Marcelloni, F.; Renda, A.

In: IEEE International Conference on Fuzzy Systems, 2022 IEEE International Conference on Fuzzy Systems, FUZZ 2022 - Proceedings. (IEEE International Conference on Fuzzy Systems, 2022, 2022-July)

Full Text (IEEE) Scopus Find it@PNU

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

Conference

Corcuera Bárcena, J.L.; Ducange, P.; Marcelloni, F.; Nardini, G.; Noferi, A.; Renda, A.; Stea, G.; Virdis, A.

In: CEUR Workshop Proceedings, AI6G 2022 - Short Paper Proceedings of the 1st International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks, co-located with IEEE World Congress on Computational Intelligence, WCCI 2022. (CEUR Workshop Proceedings, 2022, 3189)

Scopus Find it@PNU

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

Academic Journal

Corcuera Barcena, J.L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P.

IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. PP(99):1-15

Find it@PNU

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