Systems and methods for dimensional reduction of categorical data
US11995093B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Apr 28, 2022 |
| Grant date | May 28, 2024 |
| Priority date | — |
| Expiry date | Jul 2, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q30/0202
- WIPO fieldIT methods for management
- WIPO sectorElectrical engineering
Abstract
A method for processing categorical data in a time series includes: obtaining the time series where the time series includes a plurality of time series entries; generating, for each of the time series entries, a categorical data component and a supporting component; generating, using the supporting component and the categorical data component, a combined categorical data component specifying a linear effect of the categorical data component on each of the time series entries; predicting, using the combined categorical data component, a future forecast of the categorical data of the time series; and displaying, on a display, the future forecast of the categorical data to a user.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.