一种数字信号处理方法在数据预处理中的应用研究

来源 :Thirteenth Chinese Conference,SSTA 2011(第十三届中国系统仿真技术及其应用学术会议 | 被引量 : 0次 | 上传用户:chinaiddm599
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数据挖掘是数据库系统和信息决策领域的前沿研究方向,本文首先介绍了在数据挖掘之前需要进行的数据预处理的重要性以及目前人们经常使用的数据预处理方法;其次介绍了信号处理中的小波分析理论基础,并提供了三种小波分析的方法;最后把这种信号处理技术应用在数据预处理中,提供了一种解决数据预处理中数据压缩的思路.
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