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.

Date of Patent:
Aug. 05, 2025

Filed:

Jul. 27, 2023
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Austin Walters, Savoy, IL (US);

Mark Watson, Urbana, IL (US);

Anh Truong, Champaign, IL (US);

Jeremy Goodsitt, Champaign, IL (US);

Reza Farivar, Champaign, IL (US);

Kate Key, Effingham, IL (US);

Vincent Pham, Champaign, IL (US);

Galen Rafferty, Mahomet, IL (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/248 (2019.01); G06F 8/71 (2018.01); G06F 9/54 (2006.01); G06F 11/3604 (2025.01); G06F 11/362 (2025.01); G06F 16/22 (2019.01); G06F 16/242 (2019.01); G06F 16/2455 (2019.01); G06F 16/25 (2019.01); G06F 16/28 (2019.01); G06F 16/335 (2019.01); G06F 16/903 (2019.01); G06F 16/9032 (2019.01); G06F 16/9038 (2019.01); G06F 16/906 (2019.01); G06F 16/93 (2019.01); G06F 17/15 (2006.01); G06F 17/16 (2006.01); G06F 17/18 (2006.01); G06F 18/20 (2023.01); G06F 18/21 (2023.01); G06F 18/2115 (2023.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/23 (2023.01); G06F 18/24 (2023.01); G06F 18/2411 (2023.01); G06F 18/2415 (2023.01); G06F 18/40 (2023.01); G06F 21/55 (2013.01); G06F 21/60 (2013.01); G06F 21/62 (2013.01); G06F 30/20 (2020.01); G06F 40/117 (2020.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 3/04 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/06 (2006.01); G06N 3/08 (2023.01); G06N 3/088 (2023.01); G06N 3/094 (2023.01); G06N 5/00 (2023.01); G06N 5/02 (2023.01); G06N 5/04 (2023.01); G06N 7/00 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 10/04 (2023.01); G06T 7/194 (2017.01); G06T 7/246 (2017.01); G06T 7/254 (2017.01); G06T 11/00 (2006.01); G06V 10/70 (2022.01); G06V 10/98 (2022.01); G06V 30/194 (2022.01); G06V 30/196 (2022.01); H04L 9/40 (2022.01); H04L 67/00 (2022.01); H04L 67/306 (2022.01); H04N 21/234 (2011.01); H04N 21/81 (2011.01);
U.S. Cl.
CPC ...
G06F 9/541 (2013.01); G06F 8/71 (2013.01); G06F 9/54 (2013.01); G06F 9/547 (2013.01); G06F 11/3608 (2013.01); G06F 11/3628 (2013.01); G06F 11/3636 (2013.01); G06F 16/2237 (2019.01); G06F 16/2264 (2019.01); G06F 16/2423 (2019.01); G06F 16/24568 (2019.01); G06F 16/248 (2019.01); G06F 16/254 (2019.01); G06F 16/258 (2019.01); G06F 16/283 (2019.01); G06F 16/285 (2019.01); G06F 16/288 (2019.01); G06F 16/335 (2019.01); G06F 16/90332 (2019.01); G06F 16/90335 (2019.01); G06F 16/9038 (2019.01); G06F 16/906 (2019.01); G06F 16/93 (2019.01); G06F 17/15 (2013.01); G06F 17/16 (2013.01); G06F 17/18 (2013.01); G06F 18/2115 (2023.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06F 18/2193 (2023.01); G06F 18/22 (2023.01); G06F 18/23 (2023.01); G06F 18/24 (2023.01); G06F 18/2411 (2023.01); G06F 18/2415 (2023.01); G06F 18/285 (2023.01); G06F 18/40 (2023.01); G06F 21/552 (2013.01); G06F 21/60 (2013.01); G06F 21/6245 (2013.01); G06F 21/6254 (2013.01); G06F 30/20 (2020.01); G06F 40/117 (2020.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 3/04 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/06 (2013.01); G06N 3/08 (2013.01); G06N 3/088 (2013.01); G06N 3/094 (2023.01); G06N 5/00 (2013.01); G06N 5/02 (2013.01); G06N 5/04 (2013.01); G06N 7/00 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 10/04 (2013.01); G06T 7/194 (2017.01); G06T 7/246 (2017.01); G06T 7/248 (2017.01); G06T 7/254 (2017.01); G06T 11/001 (2013.01); G06V 10/768 (2022.01); G06V 10/993 (2022.01); G06V 30/194 (2022.01); G06V 30/1985 (2022.01); H04L 63/1416 (2013.01); H04L 63/1491 (2013.01); H04L 67/306 (2013.01); H04L 67/34 (2013.01); H04N 21/23412 (2013.01); H04N 21/8153 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Systems and methods for generating synthetic data are disclosed. For example, a system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving a dataset including time-series data. The operations may include generating a plurality of data segments based on the dataset, determining respective segment parameters of the data segments, and determining respective distribution measures of the data segments. The operations may include training a parameter model to generate synthetic segment parameters. Training the parameter model may be based on the segment parameters. The operations may include training a distribution model to generate synthetic data segments. Training the distribution model may be based on the distribution measures and the segment parameters. The operations may include generating a synthetic dataset using the parameter model and the distribution model and storing the synthetic dataset.


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