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On missing membership degrees: Modelling non-existence, ignorance and inconsistency

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F19%3AA2001VLO" target="_blank" >RIV/61988987:17610/19:A2001VLO - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-319-97547-4_4" target="_blank" >http://dx.doi.org/10.1007/978-3-319-97547-4_4</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-319-97547-4_4" target="_blank" >10.1007/978-3-319-97547-4_4</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    On missing membership degrees: Modelling non-existence, ignorance and inconsistency

  • Original language description

    In real-world applications, mathematical models must often deal with values that are missing or undefined. The aim of this paper is to provide a survey on types and reasons for such non-availability. It motivates the need to handle different reasons for missingness in a different, but appropriate way. In particular, non-existence, ignorance, and inconsistency are studied. The paper also presents a novel way of how to compute with different types of missing values at the same time.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2019

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Uncertainty Modelling in Data Science

  • ISBN

    978-331997546-7

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    25-32

  • Publisher name

    Springer Nature

  • Place of publication

    Cham, Switzerland

  • Event location

    Compiegne, France

  • Event date

    Jan 1, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article