An empirical study of statistical properties of Choquet and Sugeno integrals

Michel Grabisch and Éric Raufaste ()
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Éric Raufaste: CLLE-LTC - Cognition, Langues, Langage, Ergonomie - EPHE - École Pratique des Hautes Études - PSL - Université Paris Sciences et Lettres - UT2J - Université Toulouse - Jean Jaurès - UT - Université de Toulouse - CNRS - Centre National de la Recherche Scientifique

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Abstract: 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.

Keywords: Choquet integral; Sugeno integral; output distribution (search for similar items in EconPapers)
Date: 2008-08
Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-00445168v1
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Citations: View citations in EconPapers (2)

Published in IEEE Transactions on Fuzzy Systems, 2008, 16 (4), pp.839-850. ⟨10.1109/TFUZZ.2008.917295⟩

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Working Paper: An empirical study of statistical properties of Choquet and Sugeno integrals (2008)
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Persistent link: https://EconPapers.repec.org/RePEc:hal:journl:halshs-00445168

DOI: 10.1109/TFUZZ.2008.917295

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