CNR Institutional Research Information System

MONGELLI, MAURIZIO

MONGELLI, MAURIZIO  

Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT  

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Titolo Data di pubblicazione Autore(i) File
A probabilistic scaling approach to conformal predictions in binary image classification 1-gen-2024 Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Alamo, Teodoro; Mongelli, Maurizio
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
Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions 1-gen-2024 Narteni, Sara; Carlevaro, Alberto; Guzzi, Jérôme; 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.
Exploring prediabetes pathways using explainable AI on data from electronic medical records 1-gen-2024 Console, Davide; Lenatti, Marta; Simeone, Davide; Keshavjee, Karim; Guergachi, Aziz; Mongelli, Maurizio; Paglialonga, Alessia
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
"CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence" 1-gen-2023 Narteni, Sara; Carlevaro, Alberto; Dabbene, Fabrizio; Muselli, Marco; 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.
Towards a digital twin for personalized diabetes prevention: the PRAESIIDIUM project 1-gen-2023 Paglialonga A.; Lenatti M.; Simeone D.; De Paola P.F.; Carlevaro A.; Mongelli M.; Dabbene F.; Castiglione F.; Palumbo M.C.; Stolfi P.; Tieri P.
Trustworthy artificial intelligence classification-based equivalent bandwidth control 1-gen-2023 Narteni, Sara; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio
Weighted Mutual Information for Out-Of-Distribution Detection 1-gen-2023 De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Muselli, Marco; Mongelli, Maurizio
A framework of Explainable Artificial Intelligence for adult hearing screening 1-gen-2022 Lenatti M.; Orani V.; Polo E.M.; Barbieri R.; Mongelli M.; Paglialonga; A.
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation 1-gen-2022 Sara Narteni; Vanessa Orani; Enrico Ferrari; Damiano Verda; Enrico Cambiaso; Maurizio Mongelli
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.
AI & Health: Methods and Applications 1-gen-2022 Paglialonga, A; Lenatti, M; Orani, V; Carlevaro, A; Narteni, S; Muselli, M; Dabbene, F; Mongelli, M
Bag-of-Words Similarity in eXplainable AI 1-gen-2022 Narteni, S; Ferretti, M; Rampa, V; Mongelli, M