Hidden Markov Anomaly Detection

Nico Görnitz, Mikio L. Braun, Marius Kloft

Abstract: We introduce a new anomaly detection methodology for data with latent dependency structure. As a particular instantiation, we derive a hidden Markov anomaly detector that extends the regular one-cl...