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Description
  • The weight - a nonparametric index, which is equivalent to the area under the curve of the receiver operating characteristic (AUC), together with the application of fuzzy logic were introduced into the prediction of sudden cardiac death based on examination of risk factors. This new approach decreased the computational complexity in case of multi-class AUC evaluation in comparison to the current methods. Our approach did not fail in the special cases as the current methods did. Because of the comeback of AUC in mathematical modelling, the solution found contributed to the research in the areas of data mining, machine learning, and artificial intelligence.
  • The weight - a nonparametric index, which is equivalent to the area under the curve of the receiver operating characteristic (AUC), together with the application of fuzzy logic were introduced into the prediction of sudden cardiac death based on examination of risk factors. This new approach decreased the computational complexity in case of multi-class AUC evaluation in comparison to the current methods. Our approach did not fail in the special cases as the current methods did. Because of the comeback of AUC in mathematical modelling, the solution found contributed to the research in the areas of data mining, machine learning, and artificial intelligence. (en)
Title
  • The fuzzy logic and analysis of the receiver operating characteristic in decision processes.
  • The fuzzy logic and analysis of the receiver operating characteristic in decision processes. (en)
skos:prefLabel
  • The fuzzy logic and analysis of the receiver operating characteristic in decision processes.
  • The fuzzy logic and analysis of the receiver operating characteristic in decision processes. (en)
skos:notation
  • RIV/00216224:14110/05:00013885!RIV10-MSM-14110___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM0021622402)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 522320
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14110/05:00013885
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • : Interdisciplinary education; medical technology; receiver operating characteristic; fuzzy logic; sudden cardiac death (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CA5723ECDF9B]
http://linked.open...v/mistoKonaniAkce
  • Corfu, 25-26 August 2005
http://linked.open...i/riv/mistoVydani
  • Heraclion Crete, Greece
http://linked.open...i/riv/nazevZdroje
  • New Horizons in Industry, Business and Education
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Fišer, Bohumil
  • Honzíková, Nataša
  • Honzík, Petr
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Technol. Ed. Inst. of Crete
https://schema.org/isbn
  • 960-85316-9-1
http://localhost/t...ganizacniJednotka
  • 14110
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