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2018 | OriginalPaper | Buchkapitel

Discrete Sugeno Integrals and Their Applications

verfasst von : Agnès Rico

Erschienen in: Scalable Uncertainty Management

Verlag: Springer International Publishing

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Abstract

This paper is an overview of the discrete Sugeno integrals and their applications when the evaluation scale is a totally ordered set. The various expressions of the Sugeno integrals are presented. Some major characterisation results are recalled: results based on characteristic properties and act-based axiomatisation. We discuss the properties of a preference relation modelling by a Sugeno integral. We also present its power expression to represent a dataset and its interpretation with a set of if-then rules.

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Vorheriges Kapitel A Crash Course on Generalized Possibilistic Logic

Nächstes Kapitel A Credal Extension of Independent Choice Logic

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Titel: Discrete Sugeno Integrals and Their Applications
verfasst von: Agnès Rico
Verlag: Springer International Publishing
Buch: Scalable Uncertainty Management
Print ISBN: 978-3-030-00460-6

Electronic ISBN: 978-3-030-00461-3

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-030-00461-3_2

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