The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 12, 2021
Filed:
May. 23, 2018
International Business Machines Corporation, Armonk, NY (US);
Yasue Makino, Sumida-ku, JP;
Hiromi Kobayashi, Setagaya-ku, JP;
Yusuke Matsumoto, Suginami-ku, JP;
Hirokazu Kobayashi, Setagaya-ku, JP;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method for performing responses based on time-series data includes receiving time-series data for each variable of a plurality of explanatory variables, determining a least common period for the plurality of explanatory variables, forming a plurality of explanatory variable groups using lags less than the least common period, determining one or more selected explanatory variable groups of the plurality of explanatory variable groups based on at least one information metric, receiving categorical data for a response variable corresponding to the plurality of explanatory variables, generating a response variable model using the selected explanatory variable groups, receiving additional time-series data corresponding to the selected explanatory variable groups, generating a categorization sequence for the additional time-series data using the response variable model, and performing one or more responses based on the categorization sequence. A corresponding computer program product and computer system are also disclosed herein.