Conformal prediction for trustworthy detection of railway signals

We present an application of conformal prediction, a form of uncertainty quantification with guarantees, to the detection of railway signals. State-of-the-art architectures are tested and the most promising one undergoes the process of conformalization, where a correction is applied to the predicted...

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Bibliographic Details
Published inAi and ethics (Online) Vol. 4; no. 1; pp. 157 - 161
Main Authors Andéol, Léo, Fel, Thomas, de Grancey, Florence, Mossina, Luca
Format Journal Article
LanguageEnglish
Published Cham Springer International Publishing 01.02.2024
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