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10.1109/ICCIS.2012.79guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Application in Water Flooded Layer Recognition Based on Wavelet Packet Transform and Support Vector Machine

Published: 17 August 2012 Publication History

Abstract

In view of the complex time-varing signal pattern recognition, the method of water flooded layer recognition based on wavelet packet transform and support vector machine had been proposed in this paper. According to the multi-resolution characteristics of wavelet packet analysis, the denoising for signals and the extraction of useful signals had been presented. The sample space had been mapped into the high dimensional feature space by employing the support vector machine. At the same time, the classification of signals had been also achieved by constructing the optimal separating hyperplane. The experiment showed that this method had the better classification performance and robustness.

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cover image Guide Proceedings
ICCIS '12: Proceedings of the 2012 Fourth International Conference on Computational and Information Sciences
August 2012
1402 pages
ISBN:9780769547893

Publisher

IEEE Computer Society

United States

Publication History

Published: 17 August 2012

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  1. support vector machine
  2. water flooded layer recognition
  3. wavelet packet transform

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