Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes

Pauline Bourigault, Danilo P. Mandic

We present a novel approach to anomaly detection by integrating Generalized Hyperbolic (GH) processes into kernel-based methods. The GH distribution, known for its flexibility in m…