Method and system for synthetic generation of time series data

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United States of America Patent

PATENT NO 12093753
APP PUB NO 20200250071A1
SERIAL NO

16852795

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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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 that includes time series data having a plurality of dimensions and generating a transformed dataset by performing a first data transformation. The first data transformation may include a time-based data processing method. The operations may include generating a synthetic transformed-dataset by implementing a data model using the transformed dataset. The data model may be configured to generate synthetic transformed-data based on a relationship between data of at least two dimensions of the transformed dataset. The operations may include generating a synthetic dataset by performing a second data transformation on the synthetic transformed-dataset. The second data transformation may include an inverse of the first data transformation.

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Patent Owner(s)

Patent OwnerAddress
CAPITAL ONE SERVICES LLC1680 CAPITAL ONE DRIVE MCLEAN VA 22102

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Goodsitt, Jeremy Champaign, US 537 1306
Pham, Vincent Champaign, US 479 1269
Truong, Anh Champaign, US 480 1303
Walters, Austin Savoy, US 576 1401
Watson, Mark Sedona, US 366 5533

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