0465739 20240103212958.220161122235959.9 84954561357 000386073400004 10.1016/j.fss.2015.12.021 25 s. P cav_un_epca*02566420165-01143051 (2016)70-94Elsevier Capacity Overlap index Overlap function Choquet integral Fuzzy rule-based classification systems cav_un_auth*0261857 20 Paternain D. ES K cav_un_auth*0271524 10 Bustince H. ES cav_un_auth*0281572 10 Pagola M. ES cav_un_auth*0336504 10 Sussner P. BR cav_un_auth*0212843 25 Kolesárová A. SK cav_un_auth*0101163 Ekonometrie Department of Econometrics E E Department of Econometrics 25 Mesiar Radko UTIA-B Ústav teorie informace a automatizace AV ČR, v. v. i. http://library.utia.cas.cz/separaty/2016/E/mesiar-0465739.pdf 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. BA 2017 6 RVO:67985556 http://hdl.handle.net/11104/0265682 S 1* Article Computer Science Theory Methods|Mathematics Applied|Statistics Probability MATHEMATICS.APPLIED|COMPUTERSCIENCE.THEORY&METHODS|STATISTICS&PROBABILITY 2.783 0.54 999.9 0.00921 0.684 15681 1.408 Q1 2.224 248 Q1 53.218 91.1 Q2 Q1* 96.275 2016 84954561357 SCOPUS 000386073400004 WOS cav_un_epca*0256642 Fuzzy Sets and Systems 0165-0114 1872-6801 Roč. 305 č. 1 2016 70 94 Elsevier