Linguistic interpretation of self-organizing maps

W. Pedrycz; H.C. Card; IEEE

doi:10.1109/FUZZY.1992.258643

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Conference proceeding

Linguistic interpretation of self-organizing maps

W. Pedrycz, H.C. Card and IEEE

[1992 Proceedings] IEEE International Conference on Fuzzy Systems, pp.371-378

1992

DOI: https://doi.org/10.1109/FUZZY.1992.258643

Abstract

Decision theory

Pattern clustering

Self organizing feature maps

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.< >

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Details

Title: Linguistic interpretation of self-organizing maps
Creators - without role: W. Pedrycz - University of Winnipeg
H.C. Card - University of Winnipeg
IEEE
Publication Details: [1992 Proceedings] IEEE International Conference on Fuzzy Systems, pp.371-378
Publisher: IEEE
Identifiers: 9938500908331
Academic Unit: King Abdulaziz University
Language: English
Resource Type: Conference proceeding