Local Subspace-Based Outlier Detection using Global Neighbourhoods

Bas van Stein, Matthijs van Leeuwen, Thomas Bäck

Outlier detection in high-dimensional data is a challenging yet important task, as it has applications in, e.g., fraud detection and quality control. State-of-the-art density-based…