Alessandro Renda

Publication Activity (10 Years)

Years Active: 2018-2025
Publications (10 Years): 32

Top Topics

Facial Expression Recognition

Clustering Algorithm

Regression Trees

Top Venues

Expert Syst. Appl.

Publications

José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees. Inf. Fusion 113 (2025)
Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering. FUZZ (2024)
Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers. FUZZ (2024)
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
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 11 (2023)
Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python. SoftwareX 23 (2023)
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
Experimental Assessment of Heterogeneous Fuzzy Regression Trees. IJCCI (2023)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks. FUZZ (2023)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis
Enabling federated learning of explainable AI models within beyond-5G/6G networks. Comput. Commun. 210 (2023)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression. xAI (1) (2023)
Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
An Application for Federated Learning of XAI Models in Edge Computing Environments. FUZZ (2023)
Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project. Ital-IA (2023)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks. OLUD@WCCI (2022)
Alessandro Bondielli, Giuseppe Cancello Tortora, Pietro Ducange, Armando Macri, Francesco Marcelloni, Alessandro Renda
Online Monitoring of Stance from Tweets: The case of Green Pass in Italy. EAIS (2022)
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
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
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. AI6G@WCCI (2022)
Alessandro Renda, Pietro Ducange, Francesco Marcelloni, Dario Sabella, Miltiadis C. Filippou, Giovanni Nardini, Giovanni Stea, Antonio Virdis, Davide Micheli, Damiano Rapone, Leonardo Gomes Baltar
Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking. Inf. 13 (8) (2022)
Alessio Bechini, Francesco Marcelloni, Alessandro Renda
TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis. FUZZ-IEEE (2022)
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. XAI.it@AI*IA (2022)
José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda
An Approach to Federated Learning of Explainable Fuzzy Regression Models. FUZZ-IEEE (2022)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis
Towards Trustworthy AI for QoE prediction in B5G/6G Networks. AI6G@WCCI (2022)
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. SMARTCOMP (2021)
Alessio Bechini, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy. IEEE Intell. Syst. 36 (5) (2021)
Alessio Bechini, Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application. IEEE Access 9 (2021)
Alessandro Renda, Pietro Ducange, Gionatan Gallo, Francesco Marcelloni
XAI Models for Quality of Experience Prediction in Wireless Networks. FUZZ-IEEE (2021)
José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
A federated fuzzy c-means clustering algorithm. WILF (2021)
Alessio Bechini, Martina Criscione, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning. FUZZ-IEEE (2020)
Eleonora D'Andrea, Pietro Ducange, Alessio Bechini, Alessandro Renda, Francesco Marcelloni
Monitoring the public opinion about the vaccination topic from tweets analysis. Expert Syst. Appl. 116 (2019)
Andrea Aliperti, Alessio Bechini, Francesco Marcelloni, Alessandro Renda
A Fuzzy Density-based Clustering Algorithm for Streaming Data. FUZZ-IEEE (2019)
Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
Comparing ensemble strategies for deep learning: An application to facial expression recognition. Expert Syst. Appl. 136 (2019)
Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs. LOD (2018)