Archivio Istituzionale della RicercaNARTENI, SARA
NARTENI, SARA
Dipartimento di Automatica e Informatica
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Risultati 1 - 19 di 19 (tempo di esecuzione: 0.033 secondi).
A probabilistic scaling approach to conformal predictions in binary image classification
2024 Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Alamo, Teodoro; Mongelli, Maurizio
Advancements on IoT and AI applied to Pneumology
2024 Cambiaso, Enrico; Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Paglialonga, Alessia; Mongelli, Maurizio
Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data
2024 Perera-Lago, Javier; Toscano-Duran, Victor; Paluzo-Hidalgo, Eduardo; Narteni, Sara; Rucco, Matteo
Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions
2024 Narteni, Sara; Carlevaro, Alberto; Guzzi, Jérôme; Mongelli, Maurizio
Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients
2024 Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Mongelli, Maurizio
Rule-Based Out-of-Distribution Detection
2024 De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio
Bag-of-Words Similarity in eXplainable AI
2023 Narteni, Sara; Ferretti, Melissa; Rampa, Vittorio; Mongelli, Maurizio
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence
2023 Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Muselli, Marco; Mongelli, Maurizio
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence
2023 Narteni, Sara; Carlevaro, Alberto; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation
2023 Lenatti, Marta; Narteni, Sara; Paglialonga, Alessia; Rampa, Vittorio; Mongelli, Maurizio
Trustworthy artificial intelligence classification-based equivalent bandwidth control
2023 Narteni, Sara; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio
Weighted Mutual Information for Out-Of-Distribution Detection
2023 De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Muselli, Marco; Mongelli, Maurizio
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation
2022 Narteni, Sara; Orani, Vanessa; Ferrari, Enrico; Verda, Damiano; Cambiaso, Enrico; Mongelli, Maurizio
eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics
2022 Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio
On The Detection Of Adversarial Attacks Through Reliable AI
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
Sensitivity of Logic Learning Machine for reliability in safety-critical systems
2022 Narteni, S.; Orani, V.; Vaccari, I.; Cambiaso, E.; Mongelli, M.
Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities
2021 Vaccari, Ivan; Narteni, Sara; Aiello, Maurizio; Mongelli, Maurizio; Cambiaso, Enrico
From Explainable to Reliable Artificial Intelligence
2021 Narteni, Sara; Ferretti, Melissa; Orani, Vanessa; Vaccari, Ivan; Cambiaso, Enrico.; Mongelli, Maurizio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A probabilistic scaling approach to conformal predictions in binary image classification / Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Alamo, Teodoro; Mongelli, Maurizio. - ELETTRONICO. - 230:(2024), pp. 28-43. (Intervento presentato al convegno The 13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2024) tenutosi a Milano nel 9-11 September 2024). | 1-gen-2024 | Sara NarteniFabrizio Dabbene + | COPA_2024_published.pdf; COPA_2024.pdf |
| Advancements on IoT and AI applied to Pneumology / Cambiaso, Enrico; Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Paglialonga, Alessia; Mongelli, Maurizio. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - 108:(2024). [10.1016/j.micpro.2024.105062] | 1-gen-2024 | Narteni, Sara + | AuthorAccepted.pdf; Advancements on IoT and AI Pneulytics.pdf |
| Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data / Perera-Lago, Javier; Toscano-Duran, Victor; Paluzo-Hidalgo, Eduardo; Narteni, Sara; Rucco, Matteo. - 2156:(2024), pp. 384-395. (Intervento presentato al convegno The 2nd world conference on eXplainable Artificial Intelligence (xAI 2024) tenutosi a La Valletta (Malta) nel 17-19 July 2024) [10.1007/978-3-031-63803-9_21]. | 1-gen-2024 | Sara Narteni + | xAI2024_published_seville.pdf; XAI24_RepDecisionTrees (2).pdf |
| Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions / Narteni, Sara; Carlevaro, Alberto; Guzzi, Jérôme; Mongelli, Maurizio. - 2156:(2024), pp. 396-417. (Intervento presentato al convegno The 2nd world conference on eXplainable Artificial Intelligence (xAI 2024) tenutosi a La Valletta (Malta) nel 17-19 July 2024) [10.1007/978-3-031-63803-9_22]. | 1-gen-2024 | Sara Narteni + | Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions.pdf; xAI2024_published_nostro.pdf |
| Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients / Narteni, Sara; Baiardini, Ilaria; Braido, Fulvio; Mongelli, Maurizio. - In: PLOS ONE. - ISSN 1932-6203. - 19:3(2024). [10.1371/journal.pone.0292980] | 1-gen-2024 | Sara Narteni + | cough_analysis_plos_published.pdf; Cough_PLOS_final_v2.pdf |
| Rule-Based Out-of-Distribution Detection / De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - ELETTRONICO. - 5:6(2024), pp. 2627-2637. [10.1109/TAI.2023.3323923] | 1-gen-2024 | Sara Narteni + | Rule-Based_Out-of-Distribution_Detection.pdf; 2303.01860.pdf |
| Bag-of-Words Similarity in eXplainable AI / Narteni, Sara; Ferretti, Melissa; Rampa, Vittorio; Mongelli, Maurizio. - 543:(2023), pp. 835-851. (Intervento presentato al convegno Intelligent Systems Conference (IntelliSys) 2022 tenutosi a Amsterdam (The Netherlands) nel 01-02 september 2022) [10.1007/978-3-031-16078-3_58]. | 1-gen-2023 | Narteni, Sara + | IntelliSys2022_BoW_final.pdf; 517997_1_En_58_Chapter_OnlinePDF.pdf |
| CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence / Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Muselli, Marco; Mongelli, Maurizio. - ELETTRONICO. - (2023). | 1-gen-2023 | Sara NarteniFabrizio Dabbene + | 2309.01778_compressed.pdf |
| CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence / Narteni, Sara; Carlevaro, Alberto; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio. - ELETTRONICO. - 204:(2023), pp. 485-487. (Intervento presentato al convegno The 12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023) tenutosi a Limassol (CY) nel 13-15 September 2023). | 1-gen-2023 | Narteni, SaraDabbene, Fabrizio + | narteni23a.pdf |
| Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation / Lenatti, Marta; Narteni, Sara; Paglialonga, Alessia; Rampa, Vittorio; Mongelli, Maurizio. - In: SENSORS. - ISSN 1424-8220. - 23:6(2023). [10.3390/s23063195] | 1-gen-2023 | Sara Narteni + | MDPI_Sensors.pdf; sensors-23-03195-v3.pdf |
| Trustworthy artificial intelligence classification-based equivalent bandwidth control / Narteni, Sara; Muselli, Marco; Dabbene, Fabrizio; Mongelli, Maurizio. - In: COMPUTER COMMUNICATIONS. - ISSN 1873-703X. - ELETTRONICO. - 209:(2023), pp. 260-272. [10.1016/j.comcom.2023.07.005] | 1-gen-2023 | Sara NarteniFabrizio Dabbene + | 1-s2.0-S0140366423002323-main.pdf; EqB_XAI_published.pdf |
| Weighted Mutual Information for Out-Of-Distribution Detection / De Bernardi, Giacomo; Narteni, Sara; Cambiaso, Enrico; Muselli, Marco; Mongelli, Maurizio. - 1903:(2023), pp. 318-331. (Intervento presentato al convegno First World Conference on eXplainable Artificial Intelligence (xAI 2023) tenutosi a Lisbon (Portugal) nel 26-28 July 2023) [10.1007/978-3-031-44070-0_16]. | 1-gen-2023 | Sara Narteni + | OOD_Detection_Conference.pdf; WeightedMI_ODD_published.pdf |
| A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation / Narteni, Sara; Orani, Vanessa; Ferrari, Enrico; Verda, Damiano; Cambiaso, Enrico; Mongelli, Maurizio. - (2022), pp. 167-172. (Intervento presentato al convegno IEEE International Conference on E-health Networking, Application & Services (IEEE Healthcom 2022) tenutosi a Genoa (Italy) nel 17-19 October 2022) [10.1109/HealthCom54947.2022.9982780]. | 1-gen-2022 | Narteni, Sara + | A_New_XAI-based_Evaluation_of_Generative_Adversarial_Networks_for_IMU_Data_Augmentation.pdf; HealthCom22_RuleSimilarity.pdf |
| eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics / Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 83949-83970. [10.1109/ACCESS.2022.3197299] | 1-gen-2022 | Sara Narteni + | ACCESS3197299.pdf; eXplainable_and_Reliable_Against_Adversarial_Machine_Learning_in_Data_Analytics.pdf |
| On The Detection Of Adversarial Attacks Through Reliable AI / Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno IEEE INFOCOM 2022 - IEEE Conference on Computer Communications tenutosi a New York (USA) nel 02-05 May 2022) [10.1109/INFOCOMWKSHPS54753.2022.9797955]. | 1-gen-2022 | Narteni, Sara + | On_The_Detection_Of_Adversarial_Attacks_Through_Reliable_AI.pdf; Infocom_Adversarial.pdf |
| On the Intersection of Explainable and Reliable AI for physical fatigue prediction / Narteni, Sara; Orani, Vanessa; Cambiaso, Enrico; Rucco, Matteo; Mongelli, Maurizio. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 10:(2022), pp. 76243-76260. [10.1109/ACCESS.2022.3191907] | 1-gen-2022 | Sara Narteni + | xAI_for_fatigue_detection_final.pdf; On_the_Intersection_of_Explainable_and_Reliable_AI_for_Physical_Fatigue_Prediction.pdf |
| Sensitivity of Logic Learning Machine for reliability in safety-critical systems / Narteni, S.; Orani, V.; Vaccari, I.; Cambiaso, E.; Mongelli, M.. - In: IEEE INTELLIGENT SYSTEMS. - ISSN 1541-1672. - ELETTRONICO. - 37:5(2022), pp. 66-74. [10.1109/MIS.2022.3159098] | 1-gen-2022 | Narteni S. + | Sensitivity_of_Logic_Learning_Machine_for_reliability_in_safety-critical_systems.pdf; Sensitivity_of_Logic_Learning_Machine_for_Reliability_in_Safety-Critical_Systems.pdf |
| Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities / Vaccari, Ivan; Narteni, Sara; Aiello, Maurizio; Mongelli, Maurizio; Cambiaso, Enrico. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 104261-104280. [10.1109/ACCESS.2021.3099642] | 1-gen-2021 | Narteni, Sara + | Exploiting_Internet_of_Things_Protocols_for_Malicious_Data_Exfiltration_Activities.pdf |
| From Explainable to Reliable Artificial Intelligence / Narteni, Sara; Ferretti, Melissa; Orani, Vanessa; Vaccari, Ivan; Cambiaso, Enrico.; Mongelli, Maurizio. - ELETTRONICO. - 12844:(2021), pp. 255-273. (Intervento presentato al convegno 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 nel 2021) [10.1007/978-3-030-84060-0_17]. | 1-gen-2021 | Narteni, Sara + | Narteni2021_Chapter_FromExplainableToReliableArtif.pdf; From_explainable_to_reliable_CDMAKE_final.pdf |