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. 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
Event Title: Conference for PhD Students in Computer Science, 6., 2008, Szeged
Journal or Publication Title: Acta cybernetica
Date: 2009
Volume: 19
Number: 1
Page Range: pp. 61-92
ISSN: 0324-721X
Language: angol
DOI: https://doi.org/10.14232/actacyb.19.1.2009.5
Uncontrolled Keywords: Természettudomány, Informatika
Additional Information: Bibliogr.: p. 84-92.; Abstract
Date Deposited: 2016. Oct. 15. 12:25
Last Modified: 2018. Jun. 05. 12:29
URI: http://acta.bibl.u-szeged.hu/id/eprint/12853

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