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RENDA, ALESSANDRO  

DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE  

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Titolo Data di pubblicazione Autore(i) File
An Application for Federated Learning of XAI Models in Edge Computing Environments 1-gen-2023 Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Enabling federated learning of explainable AI models within beyond-5G/6G networks 1-gen-2023 Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio; Stea, Giovanni; Virdis, Antonio
Experimental Assessment of Heterogeneous Fuzzy Regression Trees 1-gen-2023 Bárcena, José; Ducange, Pietro; Gallo, Riccardo; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks 1-gen-2023 Barcena, J. L. C.; Daole, M.; Ducange, P.; Marcelloni, F.; Nardini, G.; Renda, A.; Stea, G.
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson’s Disease Progression 1-gen-2023 Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks 1-gen-2023 Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python 1-gen-2023 Daole, M.; Schiavo, A.; Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G 1-gen-2023 Merluzzi, M.; Borsos, T.; Rajatheva, N.; Benczur, A. A.; Farhadi, H.; Yassine, T.; Mueck, M. D.; Barmpounakis, S.; Strinati, E. C.; Dampahalage, D.; Demestichas, P.; Ducange, P.; Filippou, M. C.; Baltar, L. G.; Haraldson, J.; Karacay, L.; Korpi, D.; Lamprousi, V.; Marcelloni, F.; Mohammadi, J.; Rajapaksha, N.; Renda, A.; Uusitalo, M. A.
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project 1-gen-2023 Ducange, P.; Marcelloni, F.; Micheli, D.; Nardini, G.; Renda, A.; Sabella, D.; Stea, G.; Virdis, A.
A News-based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting 1-gen-2022 Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
An Approach to Federated Learning of Explainable Fuzzy Regression Models 1-gen-2022 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models 1-gen-2022 CORCUERA BÁRCENA, JOSÉ LUIS; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
Federated Learning of eXplainable AI models in 6G systems: Towards secure and automated vehicles networking 1-gen-2022 Renda, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Sabella, Dario; Filippou, Miltiadis C.; Nardini, Giovanni; Stea, Giovanni; Virdis, Antonio; Micheli, Davide; Rapone, Damiano; Gomes Baltar, Leonardo
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks 1-gen-2022 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis 1-gen-2022 Bechini, Alessio; CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Online Monitoring of Stance from Tweets: The case of Green Pass in Italy 1-gen-2022 Bondielli, Alessandro; CANCELLO TORTORA, Giuseppe; Ducange, Pietro; Macri', Armando; Marcelloni, Francesco; Renda, Alessandro
Pervasive artificial intelligence in next generation wireless: The Hexa-X project perspective 1-gen-2022 Filippou, Miltiadis; Lamprousi, Vasiliki; Mohammadi, Jafar; Merluzzi, Mattia; Ustundag Soykan, Elif; Borsos, Tamas; Rajatheva, Nandana; Rajapaksha, Nuwanthika; Le Magoarou, Luc; Piscione, Pietro; Benczur, Andras; Lampin, Quentin; Larue, Guillaume; Korpi, Dani; Ducange, Pietro; Renda, Alessandro; Farhadi, Hamed; Haraldson, Johan; Gomes Baltar, Leonardo; Calvanese Strinati, Emilio; Demestichas, Panagiotis; Tomur, Emrah
Responsible Artificial Intelligence as a Driver of Innovation in Society and Industry 1-gen-2022 Bechini, Alessio; Bondielli, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Towards Trustworthy AI for QoE prediction in B5G/6G Networks 1-gen-2022 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Stea, Giovanni; Virdis, Antonio
TSF-DBSCAN: a Novel Fuzzy Density-based Approach for Clustering Unbounded Data Streams 1-gen-2022 Bechini, Alessio; Marcelloni, Francesco; Renda, Alessandro