Sara Narteni

Postdoc, CNR-IEIIT, Consiglio Nazionale delle Ricerche

Joined

February 2026

Names

Sara Narteni (Preferred)

Emails

****@cnr.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

CNR-IEIIT, Consiglio Nazionale delle Ricerche (cnr.it)

2024 – Present

PhD student

Polytechnic Institute of Turin (polito.it)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Selam Gebrehiwot Tewolde

2025 – Present

PhD Advisor

maurizio mongelli

2021 – Present

Expertise

Machine learning

Present

eXplainable AI

Present

Conformal Prediction

Present

Publications

A novel score function for conformal prediction in rule-based binary classification
Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli
- Pattern Recognit. 2026
- Readers: Everyone
Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features
Víctor Toscano-Durán, Sara Narteni, Alberto Carlevaro, Rocío González-Díaz, Maurizio Mongelli, Jerome Guzzi
- CoRR 2025
- Readers: Everyone
Explainable evaluation of generative adversarial networks for wearables data augmentation
Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli
- Eng. Appl. Artif. Intell. 2025
- Readers: Everyone
Uniform Manifold Approximation and Projection Filtering and Explainable Artificial Intelligence to Detect Adversarial Machine Learning
Achmed Samuel Koroma, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
- Inf. 2025
- Readers: Everyone
Safe and Efficient Social Navigation Through Explainable Safety Regions Based on Topological Features
Víctor Toscano-Durán, Sara Narteni, Alberto Carlevaro, Jérôme Guzzi, Rocío González-Díaz, Maurizio Mongelli
- xAI (2) 2025
- Readers: Everyone
Physics-Aware Conformal Prediction for Deep Learning-based Wheelchair Local Navigation
Sara Narteni, Alberto Carlevaro, Zeming Duan, Serge Autexier, Maurizio Mongelli
- COPA 2025
- Readers: Everyone
Rule-Based Out-of-Distribution Detection
Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
- IEEE Trans. Artif. Intell. 2024
- Readers: Everyone
Advancements on IoT and AI applied to Pneumology
Enrico Cambiaso, Sara Narteni, Ilaria Baiardini, Fulvio Braido, Alessia Paglialonga, Maurizio Mongelli
- Microprocess. Microsystems 2024
- Readers: Everyone
Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data
Javier Perera-Lago, Víctor Toscano-Durán, Eduardo Paluzo-Hidalgo, Sara Narteni, Matteo Rucco
- xAI (4) 2024
- Readers: Everyone
Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data
Javier Perera-Lago, Víctor Toscano-Durán, Eduardo Paluzo-Hidalgo, Sara Narteni, Matteo Rucco
- CoRR 2024
- Readers: Everyone

View all 29 publications

Co-Authors

Achmed Samuel Koroma
Alberto Carlevaro
Alessia Paglialonga
Damiano Verda
Eduardo Paluzo-Hidalgo
Enrico Cambiaso
Enrico Ferrari
Fabrizio Dabbene
Fulvio Braido
Giacomo De Bernardi
Ilaria Baiardini
Ivan Vaccari
Javier Perera-Lago
Jerome Guzzi
Jérôme Guzzi
Marco Muselli
Marta Lenatti
Matteo Rucco
Maurizio Aiello
Maurizio Mongelli
Melissa Ferretti
Rocío González-Díaz
Serge Autexier
Teodoro Alamo
Vanessa Orani

View all 28 co-authors