A geometric framework for outlier detection in high-dimensional data

Moritz Herrmann, Florian Pfisterer, Fabian Scheipl

Outlier or anomaly detection is an important task in data analysis. We discuss the problem from a geometrical perspective and provide a framework that exploits the metric structure…