Abnormal Subspace Sparse PCA for Anomaly Detection and Interpretation

Xingyan Bin, Ying Zhao, Bilong Shen

The main shortage of principle component analysis (PCA) based anomaly detection models is their interpretability. In this paper, our goal is to propose an interpretable PCA-based m…