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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