Data-Defect Inspection With Kernel-Neighbor-Density-Change Outlier Factor
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DOI: 10.1109/tase.2016.2603420
Abstract: Data-defect would affect the data quality and the analysis results of data mining. This paper presents a data-defect inspection method with kernel-neighbor-density-change outlier factor (KNDCOF). The definition of kernel neighbor density is proposed to represent… read more here.
Keywords: defect inspection; data defect; outlier factor; density ... See more keywords