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OUTLIER MANAGEMENT OF INTELLIGENT DATA ANALYSIS |
YAO Wei-xin, HUANG Li-hua |
Management School, Fudan University, Shanghai 200433, China |
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Abstract: Data is one of critical resources in the information era. Intelligent data analysis is being challenged by outlier though it can mine valuable information from data.This paper proposes a management method of the outliers which includes the distinction of different outliers, identification of the outliers containing knowledge, reduction of noise the outliers from source.It also points out some measures necessary to be taken in the research of outlier.
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Received: 01 January 1900
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