The fuzzy integral for missing data

Numerous applications in engineering are plagued by incomplete data. The subject explored in this article is how to extend the fuzzy integral (FI), a parametric nonlinear aggregation function, to missing data. We show there is no universally correct solution. Depending on context, different types of...

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Bibliographic Details
Published inIEEE International Fuzzy Systems conference proceedings pp. 1 - 8
Main Authors Islam, Muhammad Aminul, Anderson, Derek T., Petry, Fred, Smith, Denson, Elmore, Paul
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2017
Subjects
Boundary conditions
Choquet integral
Computational modeling
Data models
Frequency modulation
fuzzy integral
Mathematical model
missing data
Training
Uncertainty
Online AccessGet full text
ISSN1558-4739
DOI10.1109/FUZZ-IEEE.2017.8015475

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