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Statements

Subject Item
n2:RIV%2F00216275%3A25410%2F14%3A39898560%21RIV15-GA0-25410___
rdf:type
n7:Vysledek skos:Concept
dcterms:description
Recently, an intuitionistic fuzzy inference system (IFIS) of Takagi-Sugeno type has been proposed. Previous results have shown that by adding non-membership functions, the average errors may be significantly decreased compared with FISs. In this paper, we design defuzzification methods for this class of systems. The methods are based on weighted average and weighted sum of the consequents of rules in IFIS. The empirical comparison of the methods is carried out on a dataset for corporate bankruptcy prediction. Recently, an intuitionistic fuzzy inference system (IFIS) of Takagi-Sugeno type has been proposed. Previous results have shown that by adding non-membership functions, the average errors may be significantly decreased compared with FISs. In this paper, we design defuzzification methods for this class of systems. The methods are based on weighted average and weighted sum of the consequents of rules in IFIS. The empirical comparison of the methods is carried out on a dataset for corporate bankruptcy prediction.
dcterms:title
Defuzzification methods in intuitionistic fuzzy inference systems of Takagi-Sugeno type: The case of corporate bankruptcy prediction Defuzzification methods in intuitionistic fuzzy inference systems of Takagi-Sugeno type: The case of corporate bankruptcy prediction
skos:prefLabel
Defuzzification methods in intuitionistic fuzzy inference systems of Takagi-Sugeno type: The case of corporate bankruptcy prediction Defuzzification methods in intuitionistic fuzzy inference systems of Takagi-Sugeno type: The case of corporate bankruptcy prediction
skos:notation
RIV/00216275:25410/14:39898560!RIV15-GA0-25410___
n4:aktivita
n18:P
n4:aktivity
P(GA13-10331S)
n4:dodaniDat
n11:2015
n4:domaciTvurceVysledku
n6:7141319 n6:9558020
n4:druhVysledku
n21:D
n4:duvernostUdaju
n14:S
n4:entitaPredkladatele
n19:predkladatel
n4:idSjednocenehoVysledku
10049
n4:idVysledku
RIV/00216275:25410/14:39898560
n4:jazykVysledku
n22:eng
n4:klicovaSlova
bankruptcy prediction; defuzzification; intuitionistic fuzzy inference systems of Takagi-Sugeno type; intuitionistic fuzzy sets
n4:klicoveSlovo
n8:defuzzification n8:intuitionistic%20fuzzy%20inference%20systems%20of%20Takagi-Sugeno%20type n8:intuitionistic%20fuzzy%20sets n8:bankruptcy%20prediction
n4:kontrolniKodProRIV
[59BCA69FE48E]
n4:mistoKonaniAkce
Xiamen
n4:mistoVydani
Lancaster
n4:nazevZdroje
2014 International Symposium on Fuzzy Systems, Knowledge Discovery and Natural Computation
n4:obor
n17:AE
n4:pocetDomacichTvurcuVysledku
2
n4:pocetTvurcuVysledku
2
n4:projekt
n10:GA13-10331S
n4:rokUplatneniVysledku
n11:2014
n4:tvurceVysledku
Hájek, Petr Olej, Vladimír
n4:typAkce
n20:WRD
n4:zahajeniAkce
2014-08-19+02:00
s:numberOfPages
5
n16:doi
10.1109/FSKD.2014.6980838
n12:hasPublisher
DEStech Publications
n9:isbn
978-1-60595-198-0
n5:organizacniJednotka
25410