Type-2 fuzzy sets and conceptual spaces.

Title: Type-2 fuzzy sets and conceptual spaces.
Creator: Aisbett, Janet; Rickard, John T.
Relation: Advances in type-2 fuzzy sets and systems p. 113-129
Relation: Studies in fuzziness and soft computing 301
Publisher Link: http://dx.doi.org/10.1007/978-1-4614-6666-6_8
Publisher: Springer New York
Resource Type: book chapter
Date: 2013
Description: Conceptual spaces provide a rich interpretation for computing with words, offering additional structure to that provided by fuzzy set models alone. In fuzzy conceptual spaces, properties are type-2 fuzzy sets on domains, concepts are type-2 fuzzy sets on pairs of properties and an observation is a family of fuzzy sets on domains relevant to a context. These type-2 fuzzy set structures are derived and manipulated using subsethood. This chapter relates such a theory of conceptual spaces to conventional multivariate classification and computing with words (CWW), and illustrates its application to land use assessment tasks.
Subject: Type-2 fuzzy sets; subsethood; linguistic variables; computing with words (CWW); multivariate analysis; change assessment; observations; imprecision; context; concept; domains; applications; conceptual spaces; classification; land use; properties
Identifier: http://hdl.handle.net/1959.13/1058105
Identifier: uon:16331
Identifier: ISBN:9781461466659
Language: eng

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