Robust genetic programming-based detection of atrial fibrillation using RR intervals

In this study, two variants of genetic programming, namely linear genetic programming (LGP) and multi‐expression programming (MEP) are utilized to detect atrial fibrillation (AF) episodes. LGP‐ and MEP‐based models are derived to classify samples of AF and Normal episodes based on the analysis of RR...

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Vydané v:	Expert systems Ročník 29; číslo 2; s. 183 - 199
Hlavní autori:	Yaghouby, Farid, Ayatollahi, Ahmad, Bahramali, Reihaneh, Yaghouby, Maryam
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Oxford Blackwell Publishing Ltd 01.05.2012
Predmet:	arrhythmia detection atrial fibrillation Cardiac arrhythmia Cardiovascular disease Expert systems forward floating selection Heart rate heart rate variability signal linear genetic programming Linear programming multi-expression programming Studies
ISSN:	0266-4720, 1468-0394
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