Alessandro Renda
Orcid: 0000-0002-0482-5048
According to our database1,
Alessandro Renda
authored at least 36 papers
between 2018 and 2025.
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Bibliography
2025
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees.
Inf. Fusion, 2025
2024
Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data.
IEEE Trans. Artif. Intell., December, 2024
Cogn. Comput., November, 2024
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data.
IEEE Access, 2024
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, 2024
2023
Comput. Commun., October, 2023
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python.
SoftwareX, July, 2023
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G.
IEEE Access, 2023
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression.
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.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project.
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
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.
ACM Trans. Knowl. Discov. Data, 2022
TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams.
IEEE Trans. Fuzzy Syst., 2022
Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking.
Inf., 2022
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective.
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
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
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.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022
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
IEEE Intell. Syst., 2021
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application.
IEEE Access, 2021
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome.
Proceedings of the IEEE International Conference on Smart Computing, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Comparing ensemble strategies for deep learning: An application to facial expression recognition.
Expert Syst. Appl., 2019
Expert Syst. Appl., 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
2018
Proceedings of the Machine Learning, Optimization, and Data Science, 2018