MONGELLI, MAURIZIO
MONGELLI, MAURIZIO
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
A Validation Methodology for XAI Decision Support Systems Against Relational Domain Properties
2025 De Angelis, Emanuele; De Angelis, Guglielmo; Mongelli, Maurizio; Proietti, Maurizio
Development of a Simplified Protocol for Respiratory Muscle Segmentation in Unenhanced Chest CT and Identification of New Radiomic Biomarkers of Sarcopenia in Lung Diseases: A Retrospective Study
2025 Picasso, Riccardo; Susi, Maria Elena; Marcenaro, Giovanni; Macciò, Marta; Zaottini, Federico; Pistoia, Federico; La Grutta, Ludovico; Sollami, Giulia; Maggio, Arianna; Bagnasco, Diego; Braido, Fulvio; Ferraris, Melissa; Napoli, Ludovica; Bondi, Benedetta; Carpani, Giulia; Vettori, Gaia; Mongelli, Maurizio; Paglialonga, Alessia; Martinoli, Carlo
Advancements on IoT and AI applied to Pneumology
2024 Cambiaso, Enrico; Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Paglialonga, Alessia; Mongelli, Maurizio
Conformal predictions for probabilistically robust scalable machine learning classification
2024 Carlevaro, Alberto; Alamo, Teodoro; Dabbene, Fabrizio; Mongelli, Maurizio
Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention
2024 Lenatti, M.; Carlevaro, A.; Guergachi, A.; Keshavjee, K.; Mongelli, M.; Paglialonga, A.
Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients
2024 Narteni, S.; Baiardini, I.; Braido, F.; Mongelli, M.
Multi-Class Counterfactual Explanations using Support Vector Data Description
2024 Carlevaro, Alberto; Lenatti, Marta; Paglialonga, Alessia; Mongelli, Maurizio
Rule-Based Out-of-Distribution Detection
2024 De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio
Characterization of synthetic health data using rule-based artificial intelligence models
2023 Lenatti, Marta; Paglialonga, Alessia; Orani, Vanessa; Ferretti, Melissa; Mongelli, Maurizio
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation
2023 Lenatti, M.; Narteni, S.; Paglialonga, A.; Rampa, V.; Mongelli, M.
Trustworthy artificial intelligence classification-based equivalent bandwidth control
2023 Narteni, Sara; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio
A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations
2022 Lenatti, M.; Carlevaro, A.; Keshavjee, K.; Guergachi, A.; Mongelli, M.; Paglialonga, A.
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description
2022 Carlevaro, A.; Lenatti, M.; Paglialonga, A.; Mongelli, M.
eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics
2022 Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio
On the Intersection of Explainable and Reliable AI for physical fatigue prediction
2022 Narteni, Sara; Orani, Vanessa; Cambiaso, Enrico; Rucco, Matteo; Mongelli, Maurizio
Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection System
2022 Husnain, Muhammad; Hayat, Khizar; Cambiaso, Enrico; U Fayyaz, Ubaid; Mongelli, Maurizio; Akram, Habiba; Ghazanfar Abbas, Syed; A Shah, Ghalib
Sensitivity of Logic Learning Machine for reliability in safety-critical systems
2022 Narteni, S; Orani, V; Vaccari, I; Cambiaso, E; Mongelli, M
A generative adversarial network (GAN) technique for internet of medical things data
2021 Vaccari, I; Orani, V; Paglialonga, A; Cambiaso, E; Mongelli, M
A New SVDD Approach to Reliable and eXplainable AI
2021 Carlevaro, A; Mongelli, M
Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence
2021 Mongelli, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Validation Methodology for XAI Decision Support Systems Against Relational Domain Properties | 1-gen-2025 | De Angelis, Emanuele; De Angelis, Guglielmo; Mongelli, Maurizio; Proietti, Maurizio | |
| Development of a Simplified Protocol for Respiratory Muscle Segmentation in Unenhanced Chest CT and Identification of New Radiomic Biomarkers of Sarcopenia in Lung Diseases: A Retrospective Study | 1-gen-2025 | Picasso, Riccardo; Susi, Maria Elena; Marcenaro, Giovanni; Macciò, Marta; Zaottini, Federico; Pistoia, Federico; La Grutta, Ludovico; Sollami, Giulia; Maggio, Arianna; Bagnasco, Diego; Braido, Fulvio; Ferraris, Melissa; Napoli, Ludovica; Bondi, Benedetta; Carpani, Giulia; Vettori, Gaia; Mongelli, Maurizio; Paglialonga, Alessia; Martinoli, Carlo | |
| Advancements on IoT and AI applied to Pneumology | 1-gen-2024 | Cambiaso, Enrico; Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Paglialonga, Alessia; Mongelli, Maurizio | |
| Conformal predictions for probabilistically robust scalable machine learning classification | 1-gen-2024 | Carlevaro, Alberto; Alamo, Teodoro; Dabbene, Fabrizio; Mongelli, Maurizio | |
| Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention | 1-gen-2024 | Lenatti, M.; Carlevaro, A.; Guergachi, A.; Keshavjee, K.; Mongelli, M.; Paglialonga, A. | |
| Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients | 1-gen-2024 | Narteni, S.; Baiardini, I.; Braido, F.; Mongelli, M. | |
| Multi-Class Counterfactual Explanations using Support Vector Data Description | 1-gen-2024 | Carlevaro, Alberto; Lenatti, Marta; Paglialonga, Alessia; Mongelli, Maurizio | |
| Rule-Based Out-of-Distribution Detection | 1-gen-2024 | De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio | |
| Characterization of synthetic health data using rule-based artificial intelligence models | 1-gen-2023 | Lenatti, Marta; Paglialonga, Alessia; Orani, Vanessa; Ferretti, Melissa; Mongelli, Maurizio | |
| Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation | 1-gen-2023 | Lenatti, M.; Narteni, S.; Paglialonga, A.; Rampa, V.; Mongelli, M. | |
| Trustworthy artificial intelligence classification-based equivalent bandwidth control | 1-gen-2023 | Narteni, Sara; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio | |
| A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations | 1-gen-2022 | Lenatti, M.; Carlevaro, A.; Keshavjee, K.; Guergachi, A.; Mongelli, M.; Paglialonga, A. | |
| Counterfactual Building and Evaluation via eXplainable Support Vector Data Description | 1-gen-2022 | Carlevaro, A.; Lenatti, M.; Paglialonga, A.; Mongelli, M. | |
| eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics | 1-gen-2022 | Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio | |
| On the Intersection of Explainable and Reliable AI for physical fatigue prediction | 1-gen-2022 | Narteni, Sara; Orani, Vanessa; Cambiaso, Enrico; Rucco, Matteo; Mongelli, Maurizio | |
| Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection System | 1-gen-2022 | Husnain, Muhammad; Hayat, Khizar; Cambiaso, Enrico; U Fayyaz, Ubaid; Mongelli, Maurizio; Akram, Habiba; Ghazanfar Abbas, Syed; A Shah, Ghalib | |
| Sensitivity of Logic Learning Machine for reliability in safety-critical systems | 1-gen-2022 | Narteni, S; Orani, V; Vaccari, I; Cambiaso, E; Mongelli, M | |
| A generative adversarial network (GAN) technique for internet of medical things data | 1-gen-2021 | Vaccari, I; Orani, V; Paglialonga, A; Cambiaso, E; Mongelli, M | |
| A New SVDD Approach to Reliable and eXplainable AI | 1-gen-2021 | Carlevaro, A; Mongelli, M | |
| Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence | 1-gen-2021 | Mongelli, M. |