MARCELLONI, FRANCESCO Statistiche
MARCELLONI, FRANCESCO
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
A Modular Framework for Brain Tumor Segmentation and Explainable-by-Design Classification from MRI
2026-01-01 Miglionico, Giustino Claudio; Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco
AISAFETY: An AI-based smart system for enhancing operator safety in production processes
2026-01-01 Di Paco, Francesco; Burattini, Luca; Gabbrielli, Roberto; Landi, Luca; Marcelloni, Francesco; Marrazzini, Leonardo; Palumbo, Marco; Pirozzi, Marco
An experimental comparison of the most popular approaches to fake news detection
2026-01-01 Dell'Oglio, P.; Bondielli, A.; Marcelloni, F.; Passaro, L. C.
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
Edge-Based PPE Detection for Urban Construction Under Realistic Visual Conditions
2026-01-01 Miglionico, Giustino Claudio; Di Rienzo, Francesco; Ducange, Pietro; Marcelloni, Francesco; Vallati, Carlo
Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation
2026-01-01 Oglio, Pietro Dell'; Bondielli, Alessandro; Marcelloni, Francesco; Passaro, Lucia C.
Federated Learning for Brain Tumor Classification from MRI: A Comparison of MLP and ConvNeXt Approaches under IID and Non-IID Data Scenarios
2026-01-01 Miglionico, Giustino; Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco; Ruffini, Fabrizio
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
XAIMed 2.0: Integrating Saliency Maps and Large Language Models for Explainable Diagnostic Support in Medical Imaging
2026-01-01 Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Schiavo, Alessio
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
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Modular Framework for Brain Tumor Segmentation and Explainable-by-Design Classification from MRI | 1-gen-2026 | Miglionico, Giustino Claudio; Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco | |
| AISAFETY: An AI-based smart system for enhancing operator safety in production processes | 1-gen-2026 | Di Paco, Francesco; Burattini, Luca; Gabbrielli, Roberto; Landi, Luca; Marcelloni, Francesco; Marrazzini, Leonardo; Palumbo, Marco; Pirozzi, Marco | |
| An experimental comparison of the most popular approaches to fake news detection | 1-gen-2026 | Dell'Oglio, P.; Bondielli, A.; Marcelloni, F.; Passaro, L. C. | |
| 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 | |
| Edge-Based PPE Detection for Urban Construction Under Realistic Visual Conditions | 1-gen-2026 | Miglionico, Giustino Claudio; Di Rienzo, Francesco; Ducange, Pietro; Marcelloni, Francesco; Vallati, Carlo | |
| Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation | 1-gen-2026 | Oglio, Pietro Dell'; Bondielli, Alessandro; Marcelloni, Francesco; Passaro, Lucia C. | |
| Federated Learning for Brain Tumor Classification from MRI: A Comparison of MLP and ConvNeXt Approaches under IID and Non-IID Data Scenarios | 1-gen-2026 | Miglionico, Giustino; Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco; Ruffini, Fabrizio | |
| 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 | |
| XAIMed 2.0: Integrating Saliency Maps and Large Language Models for Explainable Diagnostic Support in Medical Imaging | 1-gen-2026 | Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Schiavo, Alessio | |
| 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 |