RARE EVENT DETECTION SYSTEM

Abstract: a rare event detector can calculate a temporal segmentation pattern based on historical time-series data of historical telemetry streams from a first time period. the temporal segmentation pattern includes historical temporal segments. the system can identify sets of predicted events associated with the historical temporal segments based on the historical telemetry streams. the system can calculate dynamic limits for the respective historical temporal segments based on the shapes. the system can identify a set of active temporal segments of an incoming telemetry stream that correspond to a subset of the historical temporal segments. the active temporal segments are from a second time period after the first time period. the system can detect a rare event for an active temporal segment of the set of active temporal segments in response to the incoming telemetry stream exceeding the dynamic limits for a historical temporal segment corresponding to the active temporal segment.

Inventor(s): JAMES SKRINSKA, DANIEL S. WALD, MICHAEL ADAM SNYDER, DENNIS YUNG CHIN TSENG, MANDEEP SINGH MUNDY

CPC Classification: G07C5/02 (Registering or indicating driving, working, idle, or waiting time only (apparatus forming part of taximeters ))

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