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Statements

Subject Item
n2:RIV%2F00216305%3A26220%2F05%3APU52877%21RIV06-GA0-26220___
rdf:type
n13:Vysledek skos:Concept
dcterms: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 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. 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.
dcterms: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 The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process
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 The Fuzzy Logic and Analysis for the Receiver Operating Characteristic in Decision Process
skos:notation
RIV/00216305:26220/05:PU52877!RIV06-GA0-26220___
n3:strany
342-346
n3:aktivita
n16:P
n3:aktivity
P(GA102/03/1097), P(GA102/05/0663)
n3:dodaniDat
n10:2006
n3:domaciTvurceVysledku
n5:7776756 n5:4484509
n3:druhVysledku
n18:D
n3:duvernostUdaju
n8:S
n3:entitaPredkladatele
n12:predkladatel
n3:idSjednocenehoVysledku
522319
n3:idVysledku
RIV/00216305:26220/05:PU52877
n3:jazykVysledku
n17:eng
n3:klicovaSlova
interdisciplinary education, medical tehcnology, receiver operating characteristic, fuzzy logic, sudden cardiac death
n3:klicoveSlovo
n9:medical%20tehcnology n9:sudden%20cardiac%20death n9:fuzzy%20logic n9:interdisciplinary%20education n9:receiver%20operating%20characteristic
n3:kontrolniKodProRIV
[F105AB026BC9]
n3:mistoKonaniAkce
Corfu, Greece
n3:mistoVydani
Kréta, Řecko
n3:nazevZdroje
New Horizns in Industry, Business and Education
n3:obor
n14:BA
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
3
n3:projekt
n19:GA102%2F05%2F0663 n19:GA102%2F03%2F1097
n3:rokUplatneniVysledku
n10:2005
n3:tvurceVysledku
Honzík, Petr Honzíková, Nataša Fišer, Bohumil
n3:typAkce
n21:CST
n3:zahajeniAkce
2005-08-25+02:00
s:numberOfPages
5
n15:hasPublisher
TYPOKRETA
n7:isbn
960-85316-9-1
n11:organizacniJednotka
26220