DocumentCode
349940
Title
Modeling of fuzziness in multivariate data analysis
Author
Nakamori, Y. ; Ryoke, M.
Author_Institution
Graduate Sch. of Knowledge Sci., Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
Volume
5
fYear
1999
fDate
1999
Firstpage
302
Abstract
Proposes a technique to map data fluctuations into the parameter space of multivariate models, after an average model using the average data is constructed. This mapping preserves the relative positions of individuals in data as well as the average in data. The idea is applied to factor analysis and a quantifying method
Keywords
fuzzy set theory; matrix algebra; statistical analysis; data fluctuations; factor analysis; fuzziness; multivariate data analysis; multivariate models; parameter space; quantifying method; Data analysis; Data structures; Decision making; Fluctuations; Fuzzy logic; Information analysis; Set theory; Space technology; Statistical analysis; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.815565
Filename
815565
Link To Document