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Linguistic interpretation of self-organizing maps

  • W. Pedrycz
  • , H. C. Card

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

31 Citations (Scopus)

Abstract

An unconventional interpretation of Kohonen self-organizing maps is presented. It employs linguistic variables and mechanisms of fuzzy decision theory to quantitatively reveal pattern structure in the map following self-organization. A simple example of pattern clustering is provided.

Original languageEnglish
Title of host publication92 IEEE Int Conf Fuzzy Syst FUZZ-IEEE
PublisherPubl by IEEE
Pages371-378
Number of pages8
ISBN (Print)0780302362
Publication statusPublished - 1992
Event1992 IEEE International Conference on Fuzzy Systems - FUZZ-IEEE - San Diego, CA, USA
Duration: 8 Mar 1992 → 12 Mar 1992

Publication series

Name92 IEEE Int Conf Fuzzy Syst FUZZ-IEEE

Conference

Conference1992 IEEE International Conference on Fuzzy Systems - FUZZ-IEEE
CitySan Diego, CA, USA
Period8/03/92 → 12/03/92

ASJC Scopus subject areas

  • General Engineering

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