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Survival Analysis as Imprecise Classification with Trainable Kernels

Survival analysis is a fundamental tool for modeling time-to-event data in healthcare, engineering, and finance, where censored observations pose significant challenges. While traditional methods like the Beran estimator offer nonparametric solutions, they often struggle with the complex data struct...

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Principais autores: Andrei Konstantinov, Lev Utkin, Vlada Efremenko, Vladimir Muliukha, Alexey Lukashin, Natalya Verbova
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2025-09-01
Series:Mathematics
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Acceso en liña:https://www.mdpi.com/2227-7390/13/18/3040
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