Název:
Probabilistic representation of spatial fuzzy sets
Autoři:
Soukup, Lubomír Typ dokumentu: Příspěvky z konference Konference/Akce: WUPES 2022: 12th Workshop on Uncertainty Processing, Kutná Hora (CZ), 20220601
Rok:
2022
Jazyk:
eng
Abstrakt: 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.
Klíčová slova:
fuzzy set theory; geographic information system; probability theory; uncertainty Zdrojový dokument: Proceedings of the 12th Workshop on Uncertainty Processing, ISBN 978-80-7378-460-7