DUCANGE, PIETRO Statistiche
DUCANGE, PIETRO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees
2026-01-01 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors
2026-01-01 Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Janni, Michela; Fazzolari, Michela; Pecori, Riccardo
A Comparative Analysis of Models for Real-Time Personal Protective Equipment Detection on Edge Devices
2025-01-01 Miglionico, Giustino Claudio; Di Rienzo, Francesco; Ducange, Pietro; Marcelloni, Francesco; Vallati, Carlo
An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees
2025-01-01 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio
Comparative Evaluation of ChatGPT and Students in the Outcomes of Online Learning Courses Related to Security
2025-01-01 Denaro, F.; Ducange, P.; Pecori, R.; Tradigo, G.; Veltri, L.
Cross-Modal Knowledge Distillation for Path Loss Prediction in Urban mmWave UAV-assisted Networks
2025-01-01 Gholami, Ladan; Cassará, Pietro; Ducange, Pietro; Gotta, Alberto
Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction
2025-01-01 Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Pistolesi, Francesco; Teti, Emanuele
Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study
2025-01-01 Casini, Simona; Ducange, Pietro; Marcelloni, Francesco; Pollini, Lorenzo
Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis
2025-01-01 Di Rienzo, F.; Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Salti, N.; Vallati, C.
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.
Leveraging Explainable AI for 3-D Geometry-Based Channel Status Prediction in UAV-Assisted Communication Networks
2025-01-01 Gholami, Ladan; Ducange, Pietro; Gotta, Alberto; Cassará, Pietro
Security Threats to Explainable Classifiers in Federated Learning
2025-01-01 Daole, Mattia; Ducange, Pietro; Herrera, Francisco; Marcelloni, Francesco; Renda, Alessandro; Rodríguez-Barroso, Nuria
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
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees | 1-gen-2026 | Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio | |
| Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors | 1-gen-2026 | Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Janni, Michela; Fazzolari, Michela; Pecori, Riccardo | |
| A Comparative Analysis of Models for Real-Time Personal Protective Equipment Detection on Edge Devices | 1-gen-2025 | Miglionico, Giustino Claudio; Di Rienzo, Francesco; Ducange, Pietro; Marcelloni, Francesco; Vallati, Carlo | |
| An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees | 1-gen-2025 | Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio | |
| Comparative Evaluation of ChatGPT and Students in the Outcomes of Online Learning Courses Related to Security | 1-gen-2025 | Denaro, F.; Ducange, P.; Pecori, R.; Tradigo, G.; Veltri, L. | |
| Cross-Modal Knowledge Distillation for Path Loss Prediction in Urban mmWave UAV-assisted Networks | 1-gen-2025 | Gholami, Ladan; Cassará, Pietro; Ducange, Pietro; Gotta, Alberto | |
| Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction | 1-gen-2025 | Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Pistolesi, Francesco; Teti, Emanuele | |
| Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study | 1-gen-2025 | Casini, Simona; Ducange, Pietro; Marcelloni, Francesco; Pollini, Lorenzo | |
| Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis | 1-gen-2025 | Di Rienzo, F.; Miglionico, G. C.; Ducange, P.; Marcelloni, F.; Salti, N.; Vallati, C. | |
| 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. | |
| Leveraging Explainable AI for 3-D Geometry-Based Channel Status Prediction in UAV-Assisted Communication Networks | 1-gen-2025 | Gholami, Ladan; Ducange, Pietro; Gotta, Alberto; Cassará, Pietro | |
| Security Threats to Explainable Classifiers in Federated Learning | 1-gen-2025 | Daole, Mattia; Ducange, Pietro; Herrera, Francisco; Marcelloni, Francesco; Renda, Alessandro; Rodríguez-Barroso, Nuria | |
| 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 |