SYSTEMS AND METHODS FOR VERIFICATION AND ANOMALY DETECTION USING MIXTURE OF HIDDEN MARKOV MODELS

摘要

PROBLEM TO BE SOLVED: To provide systems and methods for verification and anomaly detection using mixture of hidden Markov models.SOLUTION: The present disclosure relates to systems and methods for monitoring data recorded from systems over time. The techniques include the ability to detect and classify system events and to provide indicators of normal system operation and anomaly detection. The systems and methods of the present disclosure can represent events occurring in the system being monitored, can capture and utilize temporal characteristics of the events for the detection, classification and/or anomaly detection, and can be particularly useful when dealing with complex systems and/or events.SELECTED DRAWING: Figure 1A