US 11,961,087 B2
Neural network systems and methods for generating distributed representations of electronic transaction information
Mohammad Shami, Foster City, CA (US); Bogdan Nedanov, Bethesda, MD (US); Conor Anstett, Washington, DC (US); and Joshua Edwards, Philadelphia, PA (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Feb. 6, 2023, as Appl. No. 18/164,742.
Application 18/164,742 is a continuation of application No. 17/486,179, filed on Sep. 27, 2021, granted, now 11,615,419.
Application 17/486,179 is a continuation of application No. 16/667,178, filed on Oct. 29, 2019, granted, now 11,132,688, issued on Sep. 28, 2021.
Application 16/667,178 is a continuation of application No. 15/632,158, filed on Jun. 23, 2017, granted, now 10,496,996, issued on Dec. 3, 2019.
Claims priority of provisional application 62/353,859, filed on Jun. 23, 2016.
Prior Publication US 2023/0186312 A1, Jun. 15, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. H04L 9/40 (2022.01); G06F 16/332 (2019.01); G06N 3/042 (2023.01); G06N 3/08 (2023.01); G06N 3/084 (2023.01); G06Q 20/40 (2012.01); G06N 3/048 (2023.01); G06N 5/022 (2023.01); G06N 5/046 (2023.01)
CPC G06Q 20/4016 (2013.01) [G06F 16/332 (2019.01); G06N 3/042 (2023.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06Q 20/4014 (2013.01); G06Q 20/405 (2013.01); H04L 63/1408 (2013.01); G06N 3/048 (2023.01); G06N 5/022 (2013.01); G06N 5/046 (2013.01); H04L 2463/102 (2013.01)] 20 Claims
OG exemplary drawing
 
1. An authorization system comprising:
at least one processor; and
at least one non-transitory computer readable medium containing instructions that when executed by the at least one processor cause the authorization system to perform operations comprising:
receiving electronic transaction data and historical transaction data, the electronic transaction data including a first component and a second component of an electronic transaction;
determining, based on the first component and the second component, a location of the electronic transaction in a high-order space, the high-order space comprising a mapping of electronic transaction components in the high-order space;
determining locations of the historical transaction data in the high-order space;
determining a decision boundary in the high-order space based on the locations of the historical transaction data; and
authorizing the electronic transaction based on the location of the electronic transaction being within the decision boundary.