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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 12566820 B1

PDFFull Text
Date of Patent:
Mar. 03, 2026

Filed:

Dec. 03, 2018

Method and apparatus for classifying data

Applicant:

Siemens Mobility Gmbh, Bayern, DE;

Inventors:

Cong Chao Li, Suzhou, CN;

Chang Wei Loh, Suzhou, CN;

Chao Hua Wu, Beijing, CN;

Xiao Nan Liu, Suzhou, CN;

Hao Tian Hui, Suzhou, CN;

Lei Lu, Suzhou, CN;

Assignee:

Siemens Mobility GmbH, Munich, DE;

Attorney:

Harness, Dickey & Pierce, P.L.C.

Primary Examiner:

Casey R Garner

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/23 (2023.01); G06F 18/241 (2023.01); G06F 18/25 (2023.01); G06N 3/045 (2023.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06F 18/241 (2023.01); G06F 18/23 (2023.01); G06F 18/25 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/751 (2022.01);
Abstract

A method and an apparatus are for classifying data. In an embodiment, the method includes: classifying at least two pieces of data, to obtain at least two data clusters; determining a bias degree of classification; re-classifying the at least two pieces of data by merging any several of the at least two data clusters; determining a bias degree of re-classification; and determining, by comparing the bias degree of first classification and the bias degree of re-classification, which classification is more accurate. By way of the method and apparatus, a related data cluster can be found from multiple data clusters for better data analysis.

Find Patent Forward Citations

Li, Cong. (2026). Method and apparatus for classifying data (U.S. Patent No. 12566820). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12566820

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

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