About: Defuzzification methods in intuitionistic fuzzy inference systems of Takagi-Sugeno type: The case of corporate bankruptcy prediction     Goto   Sponge   NotDistinct   Permalink

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  • 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. (en)
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 (en)
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 (en)
skos:notation
  • RIV/00216275:25410/14:39898560!RIV15-GA0-25410___
http://linked.open...avai/riv/aktivita
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  • P(GA13-10331S)
http://linked.open...vai/riv/dodaniDat
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  • 10049
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  • RIV/00216275:25410/14:39898560
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  • bankruptcy prediction; defuzzification; intuitionistic fuzzy inference systems of Takagi-Sugeno type; intuitionistic fuzzy sets (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [59BCA69FE48E]
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  • Xiamen
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  • Lancaster
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  • 2014 International Symposium on Fuzzy Systems, Knowledge Discovery and Natural Computation
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  • Hájek, Petr
  • Olej, Vladimír
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/FSKD.2014.6980838
http://purl.org/ne...btex#hasPublisher
  • DEStech Publications
https://schema.org/isbn
  • 978-1-60595-198-0
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  • 25410
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