Alessandro Renda

40 papers B 7C 1Journal 16Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning. Mach. Learn. Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Fabrizio Ruffini
2026	J	`jnl`	Optimizing field service operations with NLP and deep learning-based spare parts prediction. Appl. Soft Comput. Alessio Schiavo, Alessandro Renda, Pietro Ducange, Francesco Marcelloni
2025	J	`jnl`	Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees. Inf. Fusion José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2025	B	`conf`	Security Threats to Explainable Classifiers in Federated Learning. IJCNN Mattia Daole, Pietro Ducange, Francisco Herrera, Francesco Marcelloni, Alessandro Renda, Nuria Rodríguez Barroso
2024	—	`conf`	Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering. FUZZ Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2024	J	`jnl`	Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data. IEEE Trans. Artif. Intell. José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2024	J	`jnl`	Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease. Cogn. Comput. Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2024	J	`jnl`	On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data. IEEE Access Alessio Schiavo, Francesco Marcelloni, Pietro Ducange, Alessandro Renda, Fabrizio Ruffini, Renzo Dani
2024	—	`conf`	Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers. FUZZ Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2024	—	`conf`	XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images. EXPLAINS Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Alessio Schiavo
2023	—	`conf`	An Application for Federated Learning of XAI Models in Edge Computing Environments. FUZZ Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2023	J	`jnl`	Enabling federated learning of explainable AI models within beyond-5G/6G networks. Comput. Commun. José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis
2023	C	`conf`	Experimental Assessment of Heterogeneous Fuzzy Regression Trees. IJCCI José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023	—	`conf`	Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression. xAI (1) José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023	—	`conf`	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) José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea
2023	—	`conf`	Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks. FUZZ José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2023	J	`jnl`	OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python. SoftwareX Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2023	J	`jnl`	The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 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
2023	—	`conf`	Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project. Ital-IA Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis
2022	J	`jnl`	A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting. ACM Trans. Knowl. Discov. Data Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022	B	`conf`	An Approach to Federated Learning of Explainable Fuzzy Regression Models. FUZZ-IEEE José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda
2022	—	`conf`	Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. XAI.it@AI*IA José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2022	J	`jnl`	Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking. Inf. Alessandro Renda, Pietro Ducange, Francesco Marcelloni, Dario Sabella, Miltiadis C. Filippou, Giovanni Nardini, Giovanni Stea, Antonio Virdis, Davide Micheli, Damiano Rapone, Leonardo Gomes Baltar
2022	—	`conf`	Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks. OLUD@WCCI José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2022	B	`conf`	Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis. FUZZ-IEEE Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022	—	`conf`	Online Monitoring of Stance from Tweets: The case of Green Pass in Italy. EAIS Alessandro Bondielli, Giuseppe Cancello Tortora, Pietro Ducange, Armando Macri, Francesco Marcelloni, Alessandro Renda
2022	—	`conf`	Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. AI6G@WCCI 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
2022	—	`ed.`	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), Padova, Italy, July 21, 2022. AI6G@WCCI Alessandro Renda, Pietro Ducange, Tamás Borsos, Hannu Flinck
2022	J	`jnl`	TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams. IEEE Trans. Fuzzy Syst. Alessio Bechini, Francesco Marcelloni, Alessandro Renda
2022	—	`conf`	Towards Trustworthy AI for QoE prediction in B5G/6G Networks. AI6G@WCCI José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis
2021	—	`conf`	A federated fuzzy c-means clustering algorithm. WILF José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2021	J	`jnl`	Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application. IEEE Access Alessio Bechini, Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021	B	`conf`	Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. SMARTCOMP Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021	J	`jnl`	Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy. IEEE Intell. Syst. Alessio Bechini, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021	B	`conf`	XAI Models for Quality of Experience Prediction in Wireless Networks. FUZZ-IEEE Alessandro Renda, Pietro Ducange, Gionatan Gallo, Francesco Marcelloni
2020	B	`conf`	FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning. FUZZ-IEEE Alessio Bechini, Martina Criscione, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2019	B	`conf`	A Fuzzy Density-based Clustering Algorithm for Streaming Data. FUZZ-IEEE Andrea Aliperti, Alessio Bechini, Francesco Marcelloni, Alessandro Renda
2019	J	`jnl`	Comparing ensemble strategies for deep learning: An application to facial expression recognition. Expert Syst. Appl. Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
2019	J	`jnl`	Monitoring the public opinion about the vaccination topic from tweets analysis. Expert Syst. Appl. Eleonora D'Andrea, Pietro Ducange, Alessio Bechini, Alessandro Renda, Francesco Marcelloni
2018	—	`conf`	Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs. LOD Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni