SYSTEM AND METHOD FOR INCIDENT DETECTION WITH SPATIOTEMPORAL THRESHOLDS ESTIMATED VIA NONPARAMETRIC QUANTILE REGRESSION

摘要

Systems and methods for incident detection are provided. A system for incident detection comprises a network including at least one detector for detecting events in the network, a detection module capable of processing data from the at least one detector, and a calibration module capable of calibrating a plurality of bands for the incident detection based on a plurality of decision variables, wherein the plurality of bands define thresholds that are time-varying for all measurement locations in the network, and the thresholds are estimated using nonparametric quantile regression.

主权项

1. A system for incident detection, comprising:
a network including at least one detector for detecting events in the network; a detection module capable of processing data from the at least one detector; and a calibration module capable of calibrating a plurality of bands for the incident detection based on a plurality of decision variables, wherein:
the plurality of bands define thresholds that are time-varying for all measurement locations in the network; andthe thresholds are estimated using nonparametric quantile regression.