Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4944039 | Fuzzy Sets and Systems | 2016 | 25 Pages |
Abstract
In this work, we introduce a method for constructing capacities using overlap indexes between the fuzzy sets which are generated from the inputs of the considered problem. We also use these capacities to aggregate information by means of the Choquet integral in a fuzzy rule-based classifier. We observe that with these capacities the obtained results are better than those obtained with other measures.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
D. Paternain, H. Bustince, M. Pagola, P. Sussner, A. Kolesárová, R. Mesiar,