DUCANGE, PIETRO Statistiche
DUCANGE, PIETRO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees
2025-01-01 Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A.
An Explainable Smart Agriculture System based on In- Vivo Biosensors
2024-01-01 Pecori, Riccardo; Panella, Giovanni; Vurro, Filippo; Bettelli, Manuele; Fazzolari, Michela; Ducange, Pietro
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
2024-01-01 Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio
Continuous Monitoring of Body Shaming Actions in Social Networks
2024-01-01 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta
Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images
2024-01-01 Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Pedrycz, Witold
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 XAI models in healthcare: a case study on Parkinson's Disease
2024-01-01 Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
Leveraging Explainable AI Methods and Tools for Educational Data
2024-01-01 Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca
Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System
2024-01-01 Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Fazzolari, Michela; Pecori, Riccardo
Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models
2024-01-01 Mudarra, Antonio; Valdivia, David; Ducange, Pietro; Germán, Manuel; Rivera, Antonio J.; Dolores Pérez-Godoy, M.
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data
2024-01-01 Schiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo
Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection
2024-01-01 Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Vallati, C.; Di Rienzo, F.
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers
2024-01-01 Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
Understanding the Conceptual Structure of Large Language Models through Bibliographical Network
2024-01-01 Duarte-Martínez, V.; Perez, I. J.; Ducange, P.; Cobo, M. J
XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images
2024-01-01 Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino; Renda, Alessandro; Schiavo, Alessio
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
An Intelligent system for the categorization of question time official documents of the Italian Chamber of Deputies
2023-01-01 Cavalieri, A.; Ducange, P.; Fabi, S.; Russo, F.; Tonellotto, N.
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.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees | 1-gen-2025 | Corcuera Barcena, J. L.; Ducange, P.; Marcelloni, F.; Renda, A. | |
| An Explainable Smart Agriculture System based on In- Vivo Biosensors | 1-gen-2024 | Pecori, Riccardo; Panella, Giovanni; Vurro, Filippo; Bettelli, Manuele; Fazzolari, Michela; Ducange, Pietro | |
| Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering | 1-gen-2024 | Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio | |
| Continuous Monitoring of Body Shaming Actions in Social Networks | 1-gen-2024 | Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta | |
| Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images | 1-gen-2024 | Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Pedrycz, Witold | |
| Federated c-means and Fuzzy c-means Clustering Algorithms for Horizontally and Vertically Partitioned Data | 1-gen-2024 | Corcuera Barcena, J. L.; Marcelloni, F.; Renda, A.; Bechini, A.; Ducange, P. | |
| Federated Learning of XAI models in healthcare: a case study on Parkinson's Disease | 1-gen-2024 | Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio | |
| Leveraging Explainable AI Methods and Tools for Educational Data | 1-gen-2024 | Casalino, Gabriella; Castellano, Giovanna; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo; Zaza, Gianluca | |
| Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System | 1-gen-2024 | Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Fazzolari, Michela; Pecori, Riccardo | |
| Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models | 1-gen-2024 | Mudarra, Antonio; Valdivia, David; Ducange, Pietro; Germán, Manuel; Rivera, Antonio J.; Dolores Pérez-Godoy, M. | |
| On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data | 1-gen-2024 | Schiavo, Alessio; Marcelloni, Francesco; Ducange, Pietro; Renda, Alessandro; Ruffini, Fabrizio; Dani, Renzo | |
| Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection | 1-gen-2024 | Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Vallati, C.; Di Rienzo, F. | |
| Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers | 1-gen-2024 | Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro | |
| Understanding the Conceptual Structure of Large Language Models through Bibliographical Network | 1-gen-2024 | Duarte-Martínez, V.; Perez, I. J.; Ducange, P.; Cobo, M. J | |
| XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images | 1-gen-2024 | Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino; Renda, Alessandro; Schiavo, Alessio | |
| 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 | |
| An Intelligent system for the categorization of question time official documents of the Italian Chamber of Deputies | 1-gen-2023 | Cavalieri, A.; Ducange, P.; Fabi, S.; Russo, F.; Tonellotto, N. | |
| 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. |