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《Progress In Geophysics》 2004-02
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The advanced k-nearest neighborhood method used in the recognition of lithology

WANG Shusheng,XU Zheng-guang,LIU Huang-wei,WANG Zhi-liang,SHI Li-feng(Information and Engineering School,University of Science and Technology,Beijing 100083, China)  
Distinguishing of lithology is an import task in petroleum exploration. Sometimes the data accuracy will affect the percent accuracy of recognition. In this paper, based on the characteristics of data set, we put forward weighted knearest neighborhood method. It can strengthen the ability of recognition of lithology. We applied this method to practice and testified its correctness and practicability. 
【Fund】: 国家“十五”攻关项目(2001BA605A 08 05)资助.
【CateGory Index】: P631
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