DocumentCode :
3613449
Title :
Upper and lower memberships in CWW
Author :
I.B. Turksen
Author_Institution :
Intelligent Syst. Lab., Toronto Univ., Ont., Canada
Volume :
2
fYear :
2001
fDate :
6/23/1905 12:00:00 AM
Firstpage :
778
Abstract :
CWW, computing with words, is enriched by upper and lower membership functions. Upper and lower membership functions are the bounds identified by interval valued Type-2 fuzziness. Interval-valued Type-2 representation and reasoning exists in membership acquisition and in combination of linguistic concepts. Upper and lower membership functions capture both imprecision and uncertainty associated with meaning in CWW. A much more rich meaning of words can be represented and reasoned with when we use Full Type-2 membership functions. In Full Type-2 representation and reasoning, degrees of uncertainty are captured as well as their bounds. But this entails a more complex representation and reasoning.
Keywords :
"Uncertainty","Fuzzy sets","Fuzzy reasoning","Intelligent systems","Laboratories","Industrial engineering","Fuzzy logic","Knowledge representation","Curve fitting","Natural languages"
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
Type :
conf
DOI :
10.1109/FUZZ.2001.1009070
Filename :
1009070
Link To Document :
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