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.:
Date of Patent:
Sep. 09, 2025
Filed:
Dec. 01, 2023
Applicant:
Siemens Mobility Gmbh, Munich, DE;
Inventors:
Thomas Waschulzik, Freising, DE;
Simon Geerkens, Düsseldorf, DE;
Christian Sieberichs, Düsseldorf, DE;
Assignee:
Siemens Mobility GmbH, Munich, DE;
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/215 (2019.01); G06F 16/23 (2019.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 16/215 (2019.01); G06F 16/2365 (2019.01); G06F 16/285 (2019.01);
Abstract
In a computer-implemented method of enabling an assessment of a plurality of datasets, the datasets each includes an input datapoint and an associated output datapoint. The plurality of datasets can be part of training data or validation data of a machine-learning algorithm such as a neural network. For each dataset multiple local complexity indicators are determined for multiple neighborhoods in the input space. A data structure is constructed that keeps track of the local complexity indicators.