Outlier Detection using Structural Scores in a High dimensional Space

Outlier detection is very useful in many applications, such as fraud detection and network intrusion detection. Most existing methods rely implicitly or explicitly on distances in Euclidean space. However, distance-based discrimination becomes meaningless with increasing high-dimensional space causi