ECG analysis and classification using CSVM, MSVM and SIMCA classifiers

Reliable ECG classification can potentially lead to better detection methods and increase accurate diagnosis of arrhythmia, thus improving quality of care. This thesis investigated the use of two novel classification algorithms: CSVM and SIMCA, and assessed their performance in classifying ECG beats...

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Bibliographic Details
Main Author: Jannah, Najlaa
Published: University of Reading 2017
Subjects:
570
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.749303