TitleFuzzy measure and probability distributions: distorted probabilities
Publication TypeJournal Article
Year of Publication2005
AuthorsNarukawa Y, Torra V
JournalIEEE Transactions on fuzzy systems
Pagination617 - 629

This work studies fuzzy measures and their application to data modeling. We focus on the particular case when fuzzy measures are distorted probabilities. We analyze their properties and introduce a new family of measures ( -dimensional distorted probabilities). Thework finishes with the application of two dimensional distorted probabilities to a modeling problem. Results of the application of such fuzzy measure to data modeling using Choquet integral are discussed