- 专利标题: Stable data-driven discovery of a symbolic expression
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申请号: US15850200申请日: 2017-12-21
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公开(公告)号: US11080359B2公开(公告)日: 2021-08-03
- 发明人: Lior Horesh , Raya Horesh , Giacomo Nannicini
- 申请人: International Business Machines Corporation
- 申请人地址: US NY Armonk
- 专利权人: International Business Machines Corporation
- 当前专利权人: International Business Machines Corporation
- 当前专利权人地址: US NY Armonk
- 代理机构: Cantor Colburn LLP
- 代理商 Anthony Curro
- 主分类号: G06F17/00
- IPC分类号: G06F17/00 ; G06F17/10 ; G06N20/00 ; G06F30/00
摘要:
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.
公开/授权文献
- US20190197079A1 STABLE DATA-DRIVEN DISCOVERY OF A SYMBOLIC EXPRESSION 公开/授权日:2019-06-27
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