Paper Info
Title
Toward a language for specifying summarizing statistics.
Abstract
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.
Year
DOI
Venue
2003
10.1109/TSMCB.2002.805699
IEEE Transactions on Systems, Man, and Cybernetics, Part B
Keywords
Field
DocType
data mining,fuzzy logic,natural language interfaces,statistical analysis,data analysis,language,large data sets,ordered weighted averaging operator,summarizing statistics specification,weight generating functions
Generating function,Data mining,Data set,Intelligent decision support system,Computer science,Fuzzy logic,Theoretical computer science,Artificial intelligence,Operator (computer programming),Statistics,Machine learning,Statistical analysis
Journal
Volume
Issue
ISSN
33
2
1083-4419
Citations 
PageRank 
References 
8
0.93
7
Authors
1
Name
Order
Citations
PageRank
Ronald R. Yager1986206.03