Invention Grant
- Patent Title: Stable data-driven discovery of a symbolic expression
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Application No.: US15850200Application Date: 2017-12-21
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Publication No.: US11080359B2Publication Date: 2021-08-03
- Inventor: Lior Horesh , Raya Horesh , Giacomo Nannicini
- 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: G06F17/00
- IPC: G06F17/00 ; G06F17/10 ; G06N20/00 ; G06F30/00

Abstract:
A method includes receiving, by a controller, a set of data. The set of data includes data of at least one explanatory variable and data of at least one response variable. The method also includes receiving, by the controller, an input that identifies a relevant explanatory variable. The method also includes generating, by the controller, an output data that corresponds to a symbolic expression that represents a relationship between the at least one explanatory variable and the at least one response variable. The symbolic expression is responsive to the identified relevant explanatory variable, and the symbolic expression includes a mathematically stable expression.
Public/Granted literature
- US20190197079A1 STABLE DATA-DRIVEN DISCOVERY OF A SYMBOLIC EXPRESSION Public/Granted day:2019-06-27
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