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:
Jan. 06, 2026
Filed:
Oct. 21, 2022
Applicant:
Uab 360 IT, Vilnius, LT;
Inventors:
Aleksandr Ševčenko, Vilnius, LT;
Mantas Briliauskas, Vilnius, LT;
Assignee:
UAB 360 IT, Vilnius, LT;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06F 16/16 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/565 (2013.01); G06F 16/164 (2019.01); G06N 20/00 (2019.01); G06F 2221/034 (2013.01);
Abstract
A method and apparatus for generating a content detection dataset using file creation dates. The method accesses a database comprising data files. The files are analyzed by a machine learning model to determine file creation dates. The creation dates are used to identify relevant content files. The most relevant files are included into a content detection dataset as content samples. The dataset may be used for training machine learning based content detectors.
Ševčenko, Aleksandr. (2026). Method and apparatus for creating a dataset using file creation dates (U.S. Patent No. 12518008). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12518008
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