Abstract: Based on the analysis of the existing algorithms of outlier mining, a new outlier mining algorithm is put forward based on principal component analysis, it clustering firstly with Density-based algorithm, and determine outliers according to principal comp

Key words: Outlier, Principal component analysis（PCA）, Data mining,Clustering algorithm