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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.:

US 12567005 B1

PDFFull Text
Date of Patent:
Mar. 03, 2026

Filed:

Aug. 10, 2022

Detecting anomalous data

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Jing Xu, Xi'an, CN;

Xue Ying Zhang, Xi'an, CN;

Si Er Han, Xi'an, CN;

Jing James Xu, Xi'an, CN;

Xiao Ming MA, Xi'an, CN;

Wen Pei Yu, Xi'an, CN;

Assignee:

International Business Machines Corporation, Armonk, NY (US);

Attorney:

David K. Mattheis

Primary Examiner:

Shane D Woolwine

Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 21/55 (2013.01); G06N 3/088 (2023.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06F 21/552 (2013.01); G06F 2221/034 (2013.01); G06N 3/088 (2013.01);
Abstract

Detecting anomalous data by applying a plurality of models to a data set to yield detection results including anomalous data, applying evaluation methods to the detection results for each of the plurality of models, determining a combined score for the detection results according to the evaluation methods, determining a combined score threshold, and defining a set of detected anomalies according to the combined score and the combined score threshold.

Find Patent Forward Citations

Xu, Jing. (2026). Detecting anomalous data (U.S. Patent No. 12567005). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12567005

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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