System and method for restrictive clustering of datapoints
US11423059B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Jul 30, 2019 |
| Grant date | Aug 23, 2022 |
| Priority date | — |
| Expiry date | Aug 5, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Disclosed is a system for restrictive clustering of datapoints. The system comprises server arrangement that acquires data record for performing clustering operation, determines datapoints for the data record, plots the datapoints in a multi-dimensional space, determines a cluster threshold, and performs a first iteration of clustering on the datapoints plotted in the multi-dimensional space, determines a segment threshold for the datapoints plotted in the multi-dimensional space, derives boundary conditions for determining segments based on the segment threshold and superimposes the boundary conditions corresponding to each of the segments based on the segment threshold onto the first iteration of clustering. Moreover, the server arrangement re-iterates the first iteration of clustering to obtain a second iteration of clustering, wherein the second iteration of clustering has an error value lower than an error value for the first iteration of clustering.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.