Abstract : In this study, we discuss the use of Dempster-Shafer theory as a well-rounded algorithmic vehicle in the construction of fuzzy decision rules. The concept of fuzzy granulation realized via fuzzy clustering is aimed at the discretization of continuous attributes. Detailed experimental studies are presented concerning well-known medical data sets available on the Web.
https://hal.inria.fr/hal-01637462
Contributor : Hal Ifip
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Submitted on : Friday, November 17, 2017 - 3:43:31 PM
Last modification on : Saturday, November 18, 2017 - 1:16:37 AM
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Zenon Sosnowski, Jarosław Walijewski. Fuzzy Dempster-Shafer Modelling and Decision Rules. 15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Sep 2016, Vilnius, Lithuania. pp.516-529, ⟨10.1007/978-3-319-45378-1_46⟩. ⟨hal-01637462⟩
