beliakov-constructionsofaggregation-2007.pdf (129.18 kB)
Constructions of aggregation operators that preserve ordering of the data
We address the issue of identifying various classes of aggregation operators from empirical data, which also preserves the ordering of the outputs. It is argued that the ordering of the outputs is more important than the numerical values, however the usual data fitting methods are only concerned with fitting the values. We will formulate preservation of the ordering problem as a standard mathematical programming problem, solved by standard numerical methods.
History
Event
EUSFLAT conference (5th : 2007, Ostrava, Czech Republic)Pagination
61 - 66Publisher
University of OstravaLocation
Ostrava, Czech RepublicPlace of publication
Ostrava, Czech RepublicStart date
2007-09-11End date
2007-09-14ISBN-13
9788073683863ISBN-10
8073683865Language
engNotes
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E1 Full written paper - refereedCopyright notice
2007, EUSFLATEditor/Contributor(s)
M Stepnicka, V Noval, U BodenhoferTitle of proceedings
New Dimensions in Fuzzy Logic and Related Technologies : proceedings of the 5th EUSFLAT conference, Ostrava, Czech Republic, September 11-14, 2007Usage metrics
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