Original title: Probabilistic representation of spatial fuzzy sets
Authors: Soukup, Lubomír
Document type: Papers
Conference/Event: WUPES 2022: 12th Workshop on Uncertainty Processing, Kutná Hora (CZ), 20220601
Year: 2022
Language: eng
Abstract: Membership function of a given fuzzy set is expressed by probability that a point belongs in the fuzzy set. Such a membership function is derived from probability distribution of points on the boundary of the fuzzy set. Polygonal boundary is considered. Spatial operations (conjunction, disjunction, complement) are defined accordingly. Several application areas are mentioned, namely classification of land cover, cadastral mapping, material quality analysis, interferometric monitoring of bridges.
Keywords: fuzzy set theory; geographic information system; probability theory; uncertainty
Host item entry: Proceedings of the 12th Workshop on Uncertainty Processing, ISBN 978-80-7378-460-7

Institution: Institute of Information Theory and Automation AS ČR (web)
Document availability information: Fulltext is available at external website.
External URL: http://library.utia.cas.cz/separaty/2022/ZOI/soukup-0563137.pdf
Original record: https://hdl.handle.net/11104/0336400

Permalink: http://www.nusl.cz/ntk/nusl-511835


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Research > Institutes ASCR > Institute of Information Theory and Automation
Conference materials > Papers