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State identification in data with a temporal dimension
专利权人:
The University of Chicago
发明人:
Stephanie Cacioppo,John T. Cacioppo,Robin M. Weiss
申请号:
US15066022
公开号:
US10085684B2
申请日:
2016.03.10
申请国别(地区):
US
年份:
2018
代理人:
摘要:
States are identified in a time ordered sequence of data that have a temporal component. Data that includes a plurality of snapshots is received. Each snapshot of the plurality of snapshots includes a plurality of sensor measurements captured from distinct sensors at a common time point. The plurality of snapshots are time ordered. Root mean square error (RMSE) values are computed between successive pairs of the plurality of snapshots in time order. A peak is identified in the computed RMSE values. A valley is identified in the computed RMSE values. A stable state is determined as occurring from the identified peak to the identified valley. The determined stable state is output.
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