DUCANGE, PIETRO Statistiche
DUCANGE, PIETRO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
A Snapshot from the ITAL-IA 2023 AI and Education Workshop}
2023-01-01 De Filippo, Allegra; Ducange, Pietro; Gentile, Manuel
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 Explainable Intrusion Detection System for IoT Networks
2023-01-01 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
2023-01-01 Fioriti, D.; Stevanato, N.; Ducange, P.; Marcelloni, F.; Colombo, E.; Poli, D.
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
Explainable AI Tools for Educational Data
2023-01-01 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
2023-01-01 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
2023-01-01 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
2023-01-01 Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.; Ruffini, F.
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks
2023-01-01 Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees
2023-01-01 Casalino, G.; Ducange, P.; Fazzolari, M.; Pecori, R.
Open-source as an enabling approach for the introduction of artificial intelligence in healthcare
2023-01-01 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
2023-01-01 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
2023-01-01 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
2023-01-01 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
2022-01-01 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
2022-01-01 Gallo, G; Di Rienzo, F; Garzelli, F; Ducange, P; Vallati, C
An Approach to Federated Learning of Explainable Fuzzy Regression Models
2022-01-01 CORCUERA BÁRCENA, JOSÉ LUIS; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro
An Explainable and Evolving Car Driver Identification System based on Decision Trees
2022-01-01 Aversano, Lerina; Luca Bernardi, Mario; Cimitile, Marta; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 |