IEEE - Institute of Electrical and Electronics Engineers, Inc. - Robustness of Support Vector Machine-based Classification of Heart Rate Signals

Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Author(s): A. Kampouraki ; C. Nikou ; G. Manis
Sponsor(s): IEEE EMB
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2006
Conference Location: New York, NY, USA
Conference Date: 30 August 2006
Page(s): 2,159 - 2,162
ISBN (CD): 1-4244-003303
ISBN (Paper): 1-4244-0032-5
ISSN (Paper): 1557-170X
DOI: 10.1109/IEMBS.2006.260550
Regular:

In this study, we discuss the use of support vector machine (SVM) learning to classify heart rate signals. Each signal is represented by an attribute vector containing a set of statistical... View More

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