Document Detail


Toward a language for specifying summarizing statistics.
MedLine Citation:
PMID:  18238169     Owner:  NLM     Status:  In-Data-Review    
Abstract/OtherAbstract:
We introduce the ordered weighted averaging (OWA) operator and discuss how it can provide a basis for generating summarizing statistics over large data sets. We further note how different forms of OWA operators can be induced using weight generating functions. We show how these weight generating functions can provide a vehicle with which a data analyst can express desired summarizing statistics. Our goal is to develop an understanding of the relationship between weight generating functions and resulting summarizing statistics.
Authors:
R R Yager
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Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society     Volume:  33     ISSN:  1083-4419     ISO Abbreviation:  IEEE Trans Syst Man Cybern B Cybern     Publication Date:  2003  
Date Detail:
Created Date:  2008-02-01     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  9890044     Medline TA:  IEEE Trans Syst Man Cybern B Cybern     Country:  United States    
Other Details:
Languages:  eng     Pagination:  177-87     Citation Subset:  -    
Affiliation:
Machine Intelligence Inst., New Rochelle, NY, USA.
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