A Compressed PCA Subspace Method for Anomaly Detection in High-Dimensional Data

Qi Ding, Eric D. Kolaczyk

Random projection is widely used as a method of dimension reduction. In recent years, its combination with standard techniques of regression and classification has been explored. H…