Invention Grant
- Patent Title: Identification of time lagged indicators for events with a window period
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Application No.: US14496002Application Date: 2014-09-25
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Publication No.: US10552746B2Publication Date: 2020-02-04
- Inventor: Wei Shan Dong , Li Li , Xuan Liu , Chun Yang Ma , Songhua Xing
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Cantor Colburn LLP
- Agent Anthony Curro
- Main IPC: G06N5/04
- IPC: G06N5/04

Abstract:
A method and system to identify a time lagged indicator of an event to be predicted are described. The method includes receiving information including an indication of a factor, the factor being a different event than the event to be predicted, and identifying a window period within which the event is statistically correlated with the factor. The method also includes collecting data for a duration of the window period, the data indicating occurrences of the factor and the event, and identifying a time lagged dependency of the event on the factor based on analyzing the data.
Public/Granted literature
- US20160092770A1 IDENTIFICATION OF TIME LAGGED INDICATORS FOR EVENTS WITH A WINDOW PERIOD Public/Granted day:2016-03-31
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