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Regression Analysis Under Interval-Valued Targets as an Imprecise Classification Problem

Regression analysis with interval-valued outcomes presents a fundamental challenge in modeling data where uncertainty is inherent rather than incidental. Such data, arising naturally in fields ranging from meteorology to finance, require methods that preserve information about both central tendency...

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Uloženo v:
Hlavní autoři: Lev Utkin, Stanislav Kogan, Andrei Konstantinov, Vladimir Muliukha
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2026-02-01
Edice:Algorithms
Témata:
imprecise probabilities
interval-valued targets
classification
regression
attention mechanism
On-line přístup:https://www.mdpi.com/1999-4893/19/3/166
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