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Description
  • Váha - neparametrický index ekvivalentní ploše pod křivkou ziskové operační charakteristiky (AUC) byla zavedena společně s aplikací fuzzy logiky do predikce náhlé srdeční smrti založené na vyšetření rizikových faktorů. Tento nový přístup snižuje komplexitu výpočtu v případě vícetřídní AUC ve srovnání s užívanými metodami. Náš přístup neselhává ve specielních případech, kdy selhávají užívané metody. Vzhledem k novému využívání AUC v matematickém modelování, přispívá naše metoda obecně k výzkumu v oblastii získávání informací z dat a umělé inteligence. (cs)
  • 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 oof 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 oof 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 for the Receiver Operating Characteristic in Decision Process
  • The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process (en)
  • The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process (cs)
skos:prefLabel
  • The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process
  • The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process (en)
  • The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process (cs)
skos:notation
  • RIV/00216305:26220/05:PU52877!RIV06-GA0-26220___
http://linked.open.../vavai/riv/strany
  • 342-346
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/03/1097), P(GA102/05/0663)
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
  • 522319
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/05:PU52877
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • interdisciplinary education, medical tehcnology, receiver operating characteristic, fuzzy logic, sudden cardiac death (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [F105AB026BC9]
http://linked.open...v/mistoKonaniAkce
  • Corfu, Greece
http://linked.open...i/riv/mistoVydani
  • Kréta, Řecko
http://linked.open...i/riv/nazevZdroje
  • New Horizns in Industry, Business and Education
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
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
number of pages
http://purl.org/ne...btex#hasPublisher
  • TYPOKRETA
https://schema.org/isbn
  • 960-85316-9-1
http://localhost/t...ganizacniJednotka
  • 26220
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