Random Subspace Learning Approach to High-Dimensional Outliers Detection

Bohan Liu, Ernest Fokoue

We introduce and develop a novel approach to outlier detection based on adaptation of random subspace learning. Our proposed method handles both high-dimension low-sample size and…