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2007 IEEE International Conference on Granular Computing (GRC 2007)
Type-2 Fuzzy Logic: Theory and Applications
San Jose, California
November 02-November 04
ISBN: 0-7695-3032-X
ASCII Text
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Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz, "Type-2 Fuzzy Logic: Theory and Applications," Granular Computing, IEEE International Conference on, pp. 145, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007.
 
 
BibTex
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@article{ 10.1109/GrC.2007.118,
author = {Oscar Castillo and Patricia Melin and Janusz Kacprzyk and Witold Pedrycz},
title = {Type-2 Fuzzy Logic: Theory and Applications},
journal ={Granular Computing, IEEE International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-3032-X},
pages = {145},
doi = {http://doi.ieeecomputersociety.org/10.1109/GrC.2007.118},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Granular Computing, IEEE International Conference on
TI - Type-2 Fuzzy Logic: Theory and Applications
SN - 0-7695-3032-X
SP
EP
A1 - Oscar Castillo,
A1 - Patricia Melin,
A1 - Janusz Kacprzyk,
A1 - Witold Pedrycz,
PY - 2007
VL - 0
JA - Granular Computing, IEEE International Conference on
ER -
 
Type-2 fuzzy sets are used for modeling uncertainty and imprecision in a better way. These type-2 fuzzy sets were originally presented by Zadeh in 1975 and are essentially "fuzzy fuzzy" sets where the fuzzy degree of membership is a type-1 fuzzy set. The new concepts were introduced by Mendel and Liang allowing the characterization of a type-2 fuzzy set with a superior membership function and an inferior membership function; these two functions can be represented each one by a type-1 fuzzy set membership function. The interval between these two functions represents the footprint of uncertainty (FOU), which is used to characterize a type-2 fuzzy set.
Citation:
Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz, "Type-2 Fuzzy Logic: Theory and Applications," grc, pp.145, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007
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