DUCANGE, PIETRO Statistiche

DUCANGE, PIETRO  

DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE  

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A Snapshot from the ITAL-IA 2023 AI and Education Workshop} 1-gen-2023 De Filippo, Allegra; Ducange, Pietro; Gentile, Manuel
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
An Explainable Intrusion Detection System for IoT Networks 1-gen-2023 Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development 1-gen-2023 Fioriti, D.; Stevanato, N.; Ducange, P.; Marcelloni, F.; Colombo, E.; Poli, D.
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
Explainable AI Tools for Educational Data 1-gen-2023 Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca
Exploiting Simu5G for Generating Datasets for Training and Testing AI Models for 5G/6G Network Applications 1-gen-2023 Nardini, Giovanni; Noferi, Alessandro; Ducange, Pietro; Stea, Giovanni
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
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees 1-gen-2023 Casalino, G.; Ducange, P.; Fazzolari, M.; Pecori, R.
Open-source as an enabling approach for the introduction of artificial intelligence in healthcare 1-gen-2023 Coro, F.; Bonatti, A. F.; Fortunato, G. M.; Gulino, I.; Arcarisi, L.; Lippi, M. E.; Calderai, V.; Gallo, G.; Palmieri, M.; Ducange, P.; Bernardeschi, C.; Tomei, G.; De Simone, P.; Ahluwalia, A.; De Maria, C.
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
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge 1-gen-2022 Gallo, G; Di Rienzo, F; Garzelli, F; Ducange, P; Vallati, C
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
An Explainable and Evolving Car Driver Identification System based on Decision Trees 1-gen-2022 Aversano, Lerina; Luca Bernardi, Mario; Cimitile, Marta; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo