RENDA, ALESSANDRO
RENDA, ALESSANDRO
Dipartimento di Ingegneria e Architettura
Ricercatori a tempo determinato
A federated fuzzy c-means clustering algorithm
2021-01-01 Luis Corcuera Bárcena, José; Marcelloni, Francesco; Renda, Alessandro; Bechini, Alessio; Ducange, Pietro
A Fuzzy Density-based Clustering Algorithm for Streaming Data
2019-01-01 Aliperti, A.; Bechini, A.; Marcelloni, F.; Renda, A.
A News-based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting
2022-01-01 Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application
2021-01-01 Bechini, A.; Bondielli, A.; Ducange, P.; Marcelloni, F.; Renda, A.
An Application for Federated Learning of XAI Models in Edge Computing Environments
2023-01-01 Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
An Approach to Federated Learning of Explainable Fuzzy Regression Models
2022-01-01 Luis Corcuera Barcena, Jose; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro
An NLP-Based Approach for Surgical Site Infection Surveillance Using Hospital Discharge Letters
2025-01-01 Arzilli, G; Baglivo, F; De Angelis, L; Casigliani, V; Renda, A; Bondielli, A; Dell'Oglio, P; Acampora, V; Marcelloni, F; Rizzo, C
Artificial Intelligence in beyond 5G and 6G Wireless Networks-Preface
2022-01-01 Renda, A.; Ducange, P.; Borsos, T.; Flinck, H.
Assessing accuracy of ensemble learning for facial expression recognition with CNNs
2019-01-01 Renda, Alessandro; Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco
Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs
2019-01-01 Renda, Alessandro; Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco
Comparing ensemble strategies for deep learning: An application to facial expression recognition
2019-01-01 Renda, A.; Barsacchi, M.; Bechini, A.; Marcelloni, F.
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
2024-01-01 Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
DL-SPP: A Deep Learning System for Spare Parts Prediction in Field Service Operations
2025-01-01 Schiavo, Alessio; Renda, Alessandro; Ducange, Pietro; Marcelloni, Francesco
Enabling federated learning of explainable AI models within beyond-5G/6G networks
2023-01-01 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
2023-01-01 Bárcena, José; Ducange, Pietro; Gallo, Riccardo; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
FDBSCAN-APT: A fuzzy density-based clustering algorithm with automatic parameter tuning
2020-01-01 Bechini, A.; Criscione, M.; Ducange, P.; Marcelloni, F.; Renda, A.
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models
2022-01-01 Luis Corcuera Bárcena, José; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
Federated c-means and Fuzzy c-means Clustering Algorithms for Horizontally and Vertically Partitioned Data
2024-01-01 Corcuera Barcena, J. L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P.
Federated Learning of eXplainable AI models in 6G systems: Towards secure and automated vehicles networking
2022-01-01 Renda, Alessandro; Ducange, Pietro; Marcelloni, Francesco; Sabella, Dario; Filippou, Miltiadis C.; Nardini, Giovanni; Stea, Giovanni; Virdis, Antonio; Micheli, Davide; Rapone, Damiano; Gomes Baltar, Leonardo
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks
2023-01-01 Corcuera Barcena, J. L.; Daole, M.; Ducange, P.; Marcelloni, F.; Nardini, G.; Renda, A.; Stea, G.