Alessandro Renda

According to our database, Alessandro Renda authored at least 29 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis

Comput. Commun., October, 2023

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

Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

SoftwareX, July, 2023

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G.

Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo

IEEE Access, 2023

Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

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.

José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea

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.

Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis

Proceedings of the Italia Intelligenza Artificiale, 2023

Experimental Assessment of Heterogeneous Fuzzy Regression Trees.

José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

An Application for Federated Learning of XAI Models in Edge Computing Environments.

Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

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

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo

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.

Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

ACM Trans. Knowl. Discov. Data, 2022

TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams.

Alessio Bechini, Francesco Marcelloni, Alessandro Renda

IEEE Trans. Fuzzy Syst., 2022

Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking.

Alessandro Renda, Pietro Ducange, Francesco Marcelloni, Dario Sabella, Miltiadis C. Filippou, Giovanni Nardini, Giovanni Stea, Antonio Virdis, Davide Micheli, Damiano Rapone, Leonardo Gomes Baltar

Inf., 2022

Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective.

Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamás Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, András Benczúr, Quentin Lampin, Guillaume Larue, Dani Korpi, Pietro Ducange, Alessandro Renda, Hamed Farhadi, Johan Haraldson, Leonardo Gomes Baltar, Emilio Calvanese Strinati, Panagiotis Demestichas, Emrah Tomur

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

Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks.

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini

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

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

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis

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.

Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

An Approach to Federated Learning of Explainable Fuzzy Regression Models.

José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Online Monitoring of Stance from Tweets: The case of Green Pass in Italy.

Alessandro Bondielli, Giuseppe Cancello Tortora, Pietro Ducange, Armando Macri, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models.

José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo

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

Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy.

Alessio Bechini, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

IEEE Intell. Syst., 2021

Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application.

Alessio Bechini, Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

IEEE Access, 2021

A federated fuzzy c-means clustering algorithm.

José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange

Proceedings of WILF 2021, 2021

Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome.

Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the IEEE International Conference on Smart Computing, 2021

XAI Models for Quality of Experience Prediction in Wireless Networks.

Alessandro Renda, Pietro Ducange, Gionatan Gallo, Francesco Marcelloni

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning.

Alessio Bechini, Martina Criscione, Pietro Ducange, Francesco Marcelloni, Alessandro Renda

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Comparing ensemble strategies for deep learning: An application to facial expression recognition.

Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni

Expert Syst. Appl., 2019

Monitoring the public opinion about the vaccination topic from tweets analysis.

Eleonora D'Andrea, Pietro Ducange, Alessio Bechini, Alessandro Renda, Francesco Marcelloni

Expert Syst. Appl., 2019

A Fuzzy Density-based Clustering Algorithm for Streaming Data.

Andrea Aliperti, Alessio Bechini, Francesco Marcelloni, Alessandro Renda

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs.

Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni

Proceedings of the Machine Learning, Optimization, and Data Science, 2018