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@inproceedings{574741,
author = {Honzíková, Nataša and Fišer, Bohumil and Honzík, Petr},
address = {Heraclion Crete, Greece},
booktitle = {New Horizons in Industry, Business and Education},
edition = {1},
keywords = {: Interdisciplinary education; medical technology; receiver operating characteristic; fuzzy logic; sudden cardiac death},
language = {eng},
location = {Heraclion Crete, Greece},
isbn = {960-85316-9-1},
pages = {342-346},
publisher = {Technol. Ed. Inst. of Crete},
title = {The fuzzy logic and analysis of the receiver operating characteristic in decision processes.},
year = {2005}
}
TY - JOUR
ID - 574741
AU - Honzíková, Nataša - Fišer, Bohumil - Honzík, Petr
PY - 2005
TI - The fuzzy logic and analysis of the receiver operating characteristic in decision processes.
PB - Technol. Ed. Inst. of Crete
CY - Heraclion Crete, Greece
SN - 9608531691
KW - : Interdisciplinary education
KW - medical technology
KW - receiver operating characteristic
KW - fuzzy logic
KW - sudden cardiac death
N2 - 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.
ER -
HONZÍKOVÁ, Nataša, Bohumil FIŠER and Petr HONZÍK. The fuzzy logic and analysis of the receiver operating characteristic in decision processes. In \textit{New Horizons in Industry, Business and Education}. 1st ed. Heraclion Crete, Greece: Technol. Ed. Inst. of Crete, 2005, p.~342-346. ISBN~960-85316-9-1.
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