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The median and its extensions

journal contribution
posted on 2011-07-16, 00:00 authored by Gleb BeliakovGleb Beliakov, H Bustince, J Fernandez
We review various representations of the median and related aggregation functions. An advantage of the median is that it discards extreme values of the inputs, and hence exhibits a better central tendency than the arithmetic mean. However, the value of the median depends on only one or two central inputs. Our aim is to design median-like aggregation functions whose value depends on several central inputs. Such functions will preserve the stability of the median against extreme values, but will take more inputs into account. A method based on graduation curves is presented.

History

Journal

Fuzzy sets and systems

Volume

175

Issue

1

Pagination

36 - 47

Publisher

Elsevier BV

Location

Amsterdam, Netherlands

ISSN

0165-0114

eISSN

1872-6801

Language

eng

Publication classification

C1 Refereed article in a scholarly journal

Copyright notice

2011, Elsevier