Detecting data anomalies using artificial intelligence
US12430308B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 10, 2025 |
| Grant date | Sep 30, 2025 |
| Priority date | — |
| Expiry date | Feb 10, 2045 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/215
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The systems and methods disclosed herein receive a dataset including an observed set of values for a set of variables. The system can use a first set of AI models to identify a set of anomalies in the observed set of values by comparing an observed set of patterns against multiple reference patterns. The system can use a second set of AI models to evaluate the identified anomalies by comparing an observed set of association rules with an expected set of association rules. The system can use a third set of AI models to generate reconfiguration commands to remove the identified anomalies. The reconfiguration commands can be automatically executed to modify the observed association rules to align with the expected association rules.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.