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.
|Date of creation:||Aug 2008|
|Publication status:||Published in IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2008, 16 (4), pp.839-850. 〈10.1109/TFUZZ.2008.917295〉|
|Note:||View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-00445168|
|Contact details of provider:|| Web page: https://hal.archives-ouvertes.fr/|