Invention Grant
- Patent Title: System, method, and computer-accessible medium to verify data compliance by iterative learning
-
Application No.: US17231811Application Date: 2021-04-15
-
Publication No.: US11645310B2Publication Date: 2023-05-09
- Inventor: Vincent Pham , Austin Walters , Fardin Abdi Taghi Abad , Kenneth Taylor , Reza Farivar , Anh Truong , Jeremy Goodsitt
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: CAPITAL ONE SERVICES, LLC
- Current Assignee: CAPITAL ONE SERVICES, LLC
- Current Assignee Address: US VA McLean
- Agency: Hunton Andrews Kurth LLP
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F21/62 ; G06F16/11 ; G06N5/025 ; G06K9/62

Abstract:
An exemplary system, method, and computer-accessible medium can include, for example, establishing a unique rule-identifier in one-to-one correspondence with at least one set of unknown time-variable rules against which data is to be made compliant, obtaining at least one set of data marked compliant against the one or more set of rules, obtaining meta-data from the compliant data, obtaining at least one set of data marked non-compliant against the set of unknown time-variable rules, extracting meta-data from the non-compliant data, joining the set of compliant and non-compliant metadata to generate a set of estimated rules corresponding to the rule-identifier based at least one of (i) the meta-data of the joined set and (ii) machine learning algorithms.
Public/Granted literature
- US20210294916A1 SYSTEM, METHOD, AND COMPUTER-ACCESSIBLE MEDIUM TO VERIFY DATA COMPLIANCE BY ITERATIVE LEARNING Public/Granted day:2021-09-23
Information query