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[期刊]A MapReduced-Based Outlier Detection Algorithm

[日期:2014-06-23] 来源:  作者: [字体: ]

A MapReduced-Based and Cell-Based Outlier Detection Algorithm

ZHU Sunjing LI Jing HUANG Jilin LUO Simin PENG Weiping

This paper presents an algorithm of the MapReduce-based and cell-based outlier detection, combined with the single-layer perceptron, which achieves the parallelization of outlier detection. These experiments show that this improved algorithm is able to effectively improve the efficiency of the outlier detection as well as the accuracy. 

 

A MapReduced-Based Outlier Detection Algorithm

 

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