Application of the Correlation Analysis in Feature Selection

Application of the Correlation Analysis in Feature Selection
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DOI:
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发表时间:
2001
期刊:
Journal of Test and Measurement Technology
影响因子:
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通讯作者:
Li Ting
Li Ting
中科院分区:
其他
文献类型:
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作者:
Li Ting

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目的研究模式识别系统中特征选择的理论和方法.方法利用相关分析实现高效的特征选择.结果对四种车辆音频信号进行特征选择均收到了良好的效果。结论该方法运算量小,识别效果好
Aim\ To study the theory and method of feature selection in pattern recognition systems. Methods\ Using the correlation analysis, highly effective feature selection is achieved. Results\ Good results are received in the feature selection in four kinds of vehicle audio signals. Conclusion\ This method shows the obvious virtues of little operation quantity and good recognition effect.