支持向量机声发射检测信号处理技术研究

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统计学习理论(statistical learning theory,SLT)研究训练样本有限情况下的机器学习规律,由此引出的支持向量机技术,成为统计模式识别问题的重要研究手段.本文介绍了支持向量机的理论基础,综述了该技术在复合材料声发射检测信号中的具体应用,以及预测模型优化和软件实现的方法,并指出了未来的研究方向.
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