期刊
FUZZY SETS AND SYSTEMS
卷 305, 期 -, 页码 70-94出版社
ELSEVIER
DOI: 10.1016/j.fss.2015.12.021
关键词
Capacity; Overlap index; Overlap function; Choquet integral; Fuzzy rule-based classification systems
资金
- Spanish Ministry of Science [TIN2013-40765-P]
- [VEGA 1/0420/15]
- [VEGA 1/0419/13]
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. (C) 2016 Elsevier B.V. All rights reserved.
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