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Data Mining Algorithm Based on Non-linear Correlation Discovery
基于非线性相关发现的数据挖掘算法

Keywords: data mining,association rules mining,linear correlation discovery(LCD),holistic correlation,non-linear correlation discovery(NLCD)
数据挖掘
,关联规则挖掘,线性相关性发现,全局相关性,非线性相关发现,线性相关,规则发现,数据,规则挖掘算法,Discovery,Correlation,Based,Algorithm,Mining,实效性,设置参数,类型,应用,相关性,关联规则,控制,偶然性,置信度,支持度,搜索

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Abstract:

The existing arithmetic of association rules mining techniques all do take up with searching the frequent setting,especially on the basis of support-believe degree set beforehand.So the searching has much more chance going against control.In addition,the association rules are out of correlatino of holistic data.Importing the concept of non-linear correlation.applying to different kinds of rules mining,which conquered those shortcoming discussed above.The proposed method need not set parameter man-made,and it enhances the substantial results of finding the rules greatly.

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