MARCELLONI, FRANCESCO Statistiche
MARCELLONI, FRANCESCO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees
2026-01-01 Ducange, Pietro; Gholizade, Masoume; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio
Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools
2026-01-01 Casini, Simona; Ducange, Pietro; Marcelloni, Francesco; Pollini, Lorenzo
Data Augmentation for Neuroaesthetics Analysis
2026-01-01 Palmieri, Maurizio; Avvenuti, Marco; Marcelloni, Francesco; Vecchio, Alessio
Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation
2026-01-01 Oglio, Pietro Dell'; Bondielli, Alessandro; Marcelloni, Francesco; Passaro, Lucia C.
Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning
2026-01-01 Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Renda, Alessandro; Ruffini, Fabrizio
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
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
An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees
2025-01-01 Ducange, Pietro; Gholizade, Masoume; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio
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 Crime Prediction: A Survey With a Focus on Explainability
2025-01-01 Ersöz, Filiz; Ersöz, Taner; Marcelloni, Francesco; 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
Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction
2025-01-01 Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Pistolesi, Francesco; Teti, Emanuele
Fundamentals on explainable and interpretable artificial intelligence models
2025-01-01 Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
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 Explainability of AI-Based Intrusion Detection Systems in a Federated Environment
2025-01-01 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio
Recognizing Special Art Pieces Through EEG: A Journey in Neuroaesthetics Classification
2025-01-01 Palmieri, Maurizio; Avvenuti, Marco; Marcelloni, Francesco; Vecchio, Alessio
Security Threats to Explainable Classifiers in Federated Learning
2025-01-01 Daole, Mattia; Ducange, Pietro; Herrera, Francisco; Marcelloni, Francesco; Renda, Alessandro; Rodríguez-Barroso, Nuria
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees | 1-gen-2026 | Ducange, Pietro; Gholizade, Masoume; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio | |
| Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools | 1-gen-2026 | Casini, Simona; Ducange, Pietro; Marcelloni, Francesco; Pollini, Lorenzo | |
| Data Augmentation for Neuroaesthetics Analysis | 1-gen-2026 | Palmieri, Maurizio; Avvenuti, Marco; Marcelloni, Francesco; Vecchio, Alessio | |
| Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation | 1-gen-2026 | Oglio, Pietro Dell'; Bondielli, Alessandro; Marcelloni, Francesco; Passaro, Lucia C. | |
| Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning | 1-gen-2026 | Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Renda, Alessandro; Ruffini, Fabrizio | |
| 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 | |
| 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 | |
| An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees | 1-gen-2025 | Ducange, Pietro; Gholizade, Masoume; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio | |
| An NLP-Based Approach for Surgical Site Infection Surveillance Using Hospital Discharge Letters | 1-gen-2025 | 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 Crime Prediction: A Survey With a Focus on Explainability | 1-gen-2025 | Ersöz, Filiz; Ersöz, Taner; Marcelloni, Francesco; Ruffini, Fabrizio | |
| DL-SPP: A DEEP LEARNING SYSTEM FOR SPARE PARTS PREDICTION IN FIELD SERVICE OPERATIONS | 1-gen-2025 | Schiavo, Alessio; Renda, Alessandro; Ducange, Pietro; Marcelloni, Francesco | |
| Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction | 1-gen-2025 | Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Pistolesi, Francesco; Teti, Emanuele | |
| Fundamentals on explainable and interpretable artificial intelligence models | 1-gen-2025 | Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio | |
| 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 Explainability of AI-Based Intrusion Detection Systems in a Federated Environment | 1-gen-2025 | Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio | |
| Recognizing Special Art Pieces Through EEG: A Journey in Neuroaesthetics Classification | 1-gen-2025 | Palmieri, Maurizio; Avvenuti, Marco; Marcelloni, Francesco; Vecchio, Alessio | |
| Security Threats to Explainable Classifiers in Federated Learning | 1-gen-2025 | Daole, Mattia; Ducange, Pietro; Herrera, Francisco; Marcelloni, Francesco; Renda, Alessandro; Rodríguez-Barroso, Nuria |