Ph.D. in Intelligenza Artificiale , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Reliability Assessment Methods for Explainable Artificial Intelligence (Abstract)
Tutors:
Fabrizio Dabbene Maurizio MongelliPublications
Works published during the Ph.D. View all publications in Porto@Iris
- Narteni, Sara (2025)
Reliability Assessment Methods for Explainable Artificial Intelligence. relatore: DABBENE, FABRIZIO; MONGELLI, MAURIZIO; , 37. XXXVII Ciclo, P.: 173
Doctoral Thesis - Cambiaso, Enrico; Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Paglialonga, ... (2024)
Advancements on IoT and AI applied to Pneumology. In: MICROPROCESSORS AND MICROSYSTEMS, vol. 108. ISSN 0141-9331
Contributo su Rivista - Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Alamo, Teodoro; Mongelli, Maurizio (2024)
A probabilistic scaling approach to conformal predictions in binary image classification. In: The 13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2024), Milano, 9-11 September 2024, pp. 28-43
Contributo in Atti di Convegno (Proceeding) - Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Mongelli, Maurizio (2024)
Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients. In: PLOS ONE, vol. 19. ISSN 1932-6203
Contributo su Rivista - De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio (2024)
Rule-Based Out-of-Distribution Detection. In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE, vol. 5, pp. 2627-2637. ISSN 2691-4581
Contributo su Rivista - Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Muselli, Marco; Mongelli, Maurizio (2023)
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence.
Altro - Narteni, Sara; Carlevaro, Alberto; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio (2023)
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. In: The 12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol (CY), 13-15 September 2023, pp. 485-487. ISSN 2640-3498
Contributo in Atti di Convegno (Proceeding) - Lenatti, Marta; Narteni, Sara; Paglialonga, Alessia; Rampa, Vittorio; Mongelli, Maurizio (2023)
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. In: SENSORS, vol. 23. ISSN 1424-8220
Contributo su Rivista - Narteni, Sara; Ferretti, Melissa; Rampa, Vittorio; Mongelli, Maurizio (2023)
Bag-of-Words Similarity in eXplainable AI. In: Intelligent Systems Conference (IntelliSys) 2022, Amsterdam (The Netherlands), 01-02 september 2022, pp. 835-851. ISSN 2367-3370. ISBN: 978-3-031-16077-6
Contributo in Atti di Convegno (Proceeding) - De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Muselli, Marco; Mongelli, Maurizio (2023)
Weighted Mutual Information for Out-Of-Distribution Detection. In: First World Conference on eXplainable Artificial Intelligence (xAI 2023), Lisbon (Portugal), 26-28 July 2023, pp. 318-331. ISSN 1865-0929. ISBN: 978-3-031-44069-4
Contributo in Atti di Convegno (Proceeding) - Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio (2022)
On The Detection Of Adversarial Attacks Through Reliable AI. In: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications, New York (USA), 02-05 May 2022, pp. 1-6. ISBN: 978-1-6654-0926-1
Contributo in Atti di Convegno (Proceeding) - Narteni, S.; Orani, V.; Vaccari, I.; Cambiaso, E.; Mongelli, M. (2022)
Sensitivity of Logic Learning Machine for reliability in safety-critical systems. In: IEEE INTELLIGENT SYSTEMS, vol. 37, pp. 66-74. ISSN 1541-1672
Contributo su Rivista - Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio (2022)
eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics. In: IEEE ACCESS, vol. 10, pp. 83949-83970. ISSN 2169-3536
Contributo su Rivista - Narteni, Sara; Orani, Vanessa; Ferrari, Enrico; Verda, Damiano; Cambiaso, Enrico; ... (2022)
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation. In: IEEE International Conference on E-health Networking, Application & Services (IEEE Healthcom 2022), Genoa (Italy), 17-19 October 2022, pp. 167-172. ISBN: 978-1-6654-8016-1
Contributo in Atti di Convegno (Proceeding) - Narteni, Sara; Orani, Vanessa; Cambiaso, Enrico; Rucco, Matteo; Mongelli, Maurizio (2022)
On the Intersection of Explainable and Reliable AI for physical fatigue prediction. In: IEEE ACCESS, vol. 10, pp. 76243-76260. ISSN 2169-3536
Contributo su Rivista - Vaccari, Ivan; Narteni, Sara; Aiello, Maurizio; Mongelli, Maurizio; Cambiaso, Enrico (2021)
Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities. In: IEEE ACCESS, vol. 9, pp. 104261-104280. ISSN 2169-3536
Contributo su Rivista - Narteni, Sara; Ferretti, Melissa; Orani, Vanessa; Vaccari, Ivan; Cambiaso, Enrico.; ... (2021)
From Explainable to Reliable Artificial Intelligence. In: Machine Learning and Knowledge Extraction 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, 2021, pp. 255-273. ISBN: 978-3-030-84059-4
Contributo in Atti di Convegno (Proceeding)