An empirical study of statistical properties of Choquet and Sugeno integrals

This paper investigates the statistical properties of the Choquet and Sugeno integrals, used as multiattribute models. The investigation is done on an empirical basis, and focuses on two topics: the distribution of the output of these integrals when the input is corrupted with noise, and the robustness of these models, when they are identified using some set of learning data through some learning procedure.

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Year of publication:	2008-08
Authors:	Grabisch, Michel ; Raufaste, Eric
Institutions:	HAL
Subject:	Choquet integral \| Sugeno integral \| output distribution

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Extent:	application/pdf
Series:	Post-Print.
Type of publication:	Book / Working Paper
Notes:	View the original document on HAL open archive server: http://halshs.archives-ouvertes.fr/halshs-00445168 Published, IEEE Transactions on Fuzzy Systems, 2008, 16, 4, 839-850
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010738659