Authors
Yasuo Narukawa, Vicenç Torra
Publication date
2005/10/10
Journal
IEEE Transactions on Fuzzy Systems
Volume
13
Issue
5
Pages
617-629
Publisher
IEEE
Description
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 (m-dimensional distorted probabilities). The work 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
Total citations
Scholar articles
Y Narukawa, V Torra - IEEE Transactions on Fuzzy Systems, 2005