Journal of Automation and Information Sciences
Published 12 issues per year
ISSN Print: 1064-2315
ISSN Online: 2163-9337
SJR:
0.173
SNIP:
0.588
CiteScore™::
2
Indexed in
Synthesizing Spaces for Restoring Membership Functions in Fuzzy Image Recognition Problems
Volume 28,
Issue 5-6, 1996,
pp. 65-71
DOI: 10.1615/JAutomatInfScien.v28.i5-6.80
ABSTRACT
A method for specifying and restoring membership functions in fuzzily specified image (concept) recognition problems is proposed. The problem of restoring a membership function reduces a procedure of search for metric attributes subspace in which the order of the training sample objects, when ordered by their distance from the standard object of the given concept, coincides with the order of objects that is defined on the set of membership in this concept. The operational quality and reliability of the restored membership function on new data are guaranteed to be no worse than pre-specified values.
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