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A probabilistic scaling approach to conformal predictions in binary image classification
2024 Carlevaro, Alberto; Narteni, Sara; Dabbene, Fabrizio; Alamo, Teodoro; 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
Bag-of-Words Similarity in eXplainable AI
2023 Narteni, Sara; Ferretti, Melissa; Rampa, Vittorio; 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
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
On The Detection Of Adversarial Attacks Through Reliable AI
2022 Vaccari, Ivan; Carlevaro, Alberto; Narteni, Sara; Cambiaso, Enrico; Mongelli, Maurizio
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, A., Narteni, S., Dabbene, F., Alamo, T., Mongelli, M.. - ELETTRONICO. - 230:(2024), pp. 28-43. (The 13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2024) Milano 9-11 September 2024). | 1-gen-2024 | Sara NarteniFabrizio Dabbene + | COPA_2024_published.pdf; COPA_2024.pdf |
| Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data / Perera-Lago, J., Toscano-Duran, V., Paluzo-Hidalgo, E., Narteni, S., Rucco, M.. - 2156:(2024), pp. 384-395. (The 2nd world conference on eXplainable Artificial Intelligence (xAI 2024) La Valletta (Malta) 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, S., Carlevaro, A., Guzzi, J., Mongelli, M.. - 2156:(2024), pp. 396-417. (The 2nd world conference on eXplainable Artificial Intelligence (xAI 2024) La Valletta (Malta) 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 |
| Bag-of-Words Similarity in eXplainable AI / Narteni, S., Ferretti, M., Rampa, V., Mongelli, M.. - 543:(2023), pp. 835-851. (Intelligent Systems Conference (IntelliSys) 2022 Amsterdam (The Netherlands) 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: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence / Narteni, S., Carlevaro, A., Muselli, M., Dabbene, F., Mongelli, M.. - ELETTRONICO. - 204:(2023), pp. 485-487. (The 12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023) Limassol (CY) 13-15 September 2023). | 1-gen-2023 | Narteni, SaraDabbene, Fabrizio + | narteni23a.pdf |
| Weighted Mutual Information for Out-Of-Distribution Detection / De Bernardi, G., Narteni, S., Cambiaso, E., Muselli, M., Mongelli, M.. - 1903:(2023), pp. 318-331. (First World Conference on eXplainable Artificial Intelligence (xAI 2023) Lisbon (Portugal) 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, S., Orani, V., Ferrari, E., Verda, D., Cambiaso, E., Mongelli, M.. - (2022), pp. 167-172. (IEEE International Conference on E-health Networking, Application & Services (IEEE Healthcom 2022) Genoa (Italy) 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 |
| On The Detection Of Adversarial Attacks Through Reliable AI / Vaccari, I., Carlevaro, A., Narteni, S., Cambiaso, E., Mongelli, M.. - ELETTRONICO. - (2022), pp. 1-6. (IEEE INFOCOM 2022 - IEEE Conference on Computer Communications New York (USA) 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 |
| From Explainable to Reliable Artificial Intelligence / Narteni, S., Ferretti, M., Orani, V., Vaccari, I., Cambiaso, Enrico., Mongelli, M.. - ELETTRONICO. - 12844:(2021), pp. 255-273. (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) [10.1007/978-3-030-84060-0_17]. | 1-gen-2021 | Narteni, Sara + | Narteni2021_Chapter_FromExplainableToReliableArtif.pdf; From_explainable_to_reliable_CDMAKE_final.pdf |