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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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Autori principali: Andrei Konstantinov, Lev Utkin, Vlada Efremenko, Vladimir Muliukha, Alexey Lukashin, Natalya Verbova
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2025-09-01
Serie:Mathematics
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Accesso online:https://www.mdpi.com/2227-7390/13/18/3040
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