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H-index and other sugeno integrals: Some defects and their compensation

journal contribution
posted on 2016-12-01, 00:00 authored by R Mesiar, Marek Gagolewski
© 1993-2012 IEEE. The famous Hirsch index has been introduced just ca. ten years ago. Despite that, it is already widely used in many decision-making tasks, like in evaluation of individual scientists, research grant allocation, or even production planning. It is known that the h-index is related to the discrete Sugeno integral and the Ky Fan metric introduced in the 1940s. The aim of this paper is to propose a few modifications of this index as well as other fuzzy integrals - also on bounded chains - that lead to better discrimination of some types of data that are to be aggregated. All of the suggested compensation methods try to retain the simplicity of the original measure.

History

Journal

IEEE Transactions on Fuzzy Systems

Volume

24

Issue

6

Pagination

1668 - 1672

Publisher

IEEE

Location

Piscataway, N.J.

ISSN

1063-6706

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal