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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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
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e-ISSN
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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
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