Clouds, p-boxes, fuzzy sets, and other uncertainty representations in higher dimensions

Fuchs Martin: Clouds, p-boxes, fuzzy sets, and other uncertainty representations in higher dimensions. In: Acta cybernetica, (19) 1. pp. 61-92. (2009)

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Abstract

Uncertainty modeling in real-life applications comprises some serious problems such as the curse of dimensionality and a lack of sufficient amount of statistical data. In this paper we give a survey of methods for uncertainty handling and elaborate the latest progress towards real-life applications with respect to the problems that come with it. We compare different methods and highlight their relationships. We introduce intuitively the concept of potential clouds, our latest approach which successfully copes with both higher dimensions and incomplete information.

Item Type: Article
Journal or Publication Title: Acta cybernetica
Date: 2009
Volume: 19
Number: 1
ISSN: 0324-721X
Page Range: pp. 61-92
Language: English
Place of Publication: Szeged
Event Title: Conference for PhD Students in Computer Science (6.) (2008) (Szeged)
Related URLs: http://acta.bibl.u-szeged.hu/38527/
DOI: 10.14232/actacyb.19.1.2009.5
Uncontrolled Keywords: Számítástechnika, Kibernetika
Additional Information: Bibliogr.: p. 84-92. ; összefoglalás angol nyelven
Subjects: 01. Natural sciences
01. Natural sciences > 01.02. Computer and information sciences
Date Deposited: 2016. Oct. 15. 12:25
Last Modified: 2022. Jun. 17. 08:45
URI: http://acta.bibl.u-szeged.hu/id/eprint/12853

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