DocumentCode
3031217
Title
Obtaining Fuzzy Sets using Mass Assignment Theory - Consistency with Interpolation -
Author
Ralescu, Anca ; Visa, Sofia
Author_Institution
Univ. of Cincinnati, Cincinnati
fYear
2007
fDate
24-27 June 2007
Firstpage
436
Lastpage
440
Abstract
The problem of data summarization as fuzzy sets from frequency distributions is presented. The approach makes use of the mass assignment theory as a framework for unification of fuzzy sets and probability distributions. The approach is consistent with the interpolation of the membership function needed to infer membership degrees for data points previously not seen.
Keywords
data analysis; fuzzy set theory; interpolation; probability; data summarization; frequency distribution; fuzzy set theory; mass assignment theory; membership function interpolation; probability distribution; Bridges; Frequency; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Interpolation; Probability distribution; Terminology; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2007. NAFIPS '07. Annual Meeting of the North American
Conference_Location
San Diego, CA
Print_ISBN
1-4244-1213-7
Electronic_ISBN
1-4244-1214-5
Type
conf
DOI
10.1109/NAFIPS.2007.383879
Filename
4271102
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