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Discovering cluster-based local outliers

Zengyou He,Xiaofei Xu,S. Deng

2003 · DOI: 10.1016/S0167-8655(03)00003-5
Pattern Recognition Letters · 引用 1,021 次

TLDR

A measure for identifying the physical significance of an outlier is designed, which is called cluster-based local outlier factor (CBLOF), which is meaningful and provides importance to the local data behavior.