公开(公告)号：US20240354489A1

公开(公告)日：2024-10-24

申请号：US18757447

申请日：2024-06-27

Applicant: Capital One Services, LLC

Inventor： Austin WALTERS ,  Vincent PHAM ,  Galen RAFFERTY ,  Alvin HUA ,  Anh TRUONG ,  Ernest KWAK ,  Jeremy GOODSITT

IPC: G06F40/14 ,  G06F40/205 ,  G06N3/08

CPC classification number: G06F40/14 ,  G06F40/205 ,  G06N3/08

Abstract: Methods and systems for using a generative adversarial network to generate personalized content in real-time as a user accesses original content. The methods and systems perform the generation through the use of an application programming interface (“API”) layer. Using the API layer, the methods and systems may generate alternative content as a user accesses original content (e.g., a website, video, document, etc.). Upon receiving this original content, the API layer access the generative adversarial network to create personalized alternative content.

公开(公告)号：US20240193158A1

公开(公告)日：2024-06-13

申请号：US18587716

申请日：2024-02-26

Applicant: Capital One Services, LLC

Inventor： Jeremy Edward GOODSITT ,  Austin Grant WALTERS ,  Reza FARIVAR ,  Mark Louis WATSON ,  Anh TRUONG ,  Galen RAFFERTY ,  Vincent PHAM

IPC: G06F16/242 ,  G06F16/332 ,  G06F16/35 ,  G06F16/36 ,  G06N20/00

CPC classification number: G06F16/243 ,  G06F16/3329 ,  G06F16/35 ,  G06N20/00 ,  G06F16/374

Abstract: Various embodiments are directed to a system that utilizes regular expression (regex) to recognize at least portions of characters, words, text, numbers, etc. in a structured or unstructured dataset, any patterns associated therewith, and/or similarities between the determined patterns. In examples, a regex-based pattern recognition platform may receive a dataset and determine whether at least a first regex pattern and a second regex pattern can be identified. The occurrences of the first and second regex patterns and the frequency of those occurrences may reveal something about the dataset itself or any patterns contained therein.

公开(公告)号：US20240095399A1

公开(公告)日：2024-03-21

申请号：US18526398

申请日：2023-12-01

Applicant: Capital One Services, LLC

Inventor： Anh TRUONG ,  Jeremy GOODSITT ,  Alvin HUA ,  Kate KEY ,  Ernest KWAK ,  Vincent PHAM ,  Galen RAFFERTY ,  Austin WALTERS

IPC: G06F21/62 ,  G06F21/60 ,  G06N3/04 ,  G06N3/08 ,  G06V40/16 ,  G06V40/20 ,  H04L9/06 ,  H04L9/08

CPC classification number: G06F21/6245 ,  G06F21/602 ,  G06N3/04 ,  G06N3/08 ,  G06V40/165 ,  G06V40/169 ,  G06V40/172 ,  G06V40/20 ,  H04L9/0643 ,  H04L9/0866 ,  G06F21/316

Abstract: A computer-implemented method may include: receiving, from at least one camera, image data associated with a first user at a public access user computing device; detecting, based on the received image data, by employing a machine learning model trained using a dataset of actions collected from a plurality of previous users, that the first user has moved away from the public access user computing device; automatically encrypting, based upon the detection, a user session associated with the first user, wherein the encrypted user session is configured to be subsequently activated by the first user; and initiating a new generic user session on the public access user computing device for a second user.

公开(公告)号：US20230153330A1

公开(公告)日：2023-05-18

申请号：US18097524

申请日：2023-01-17

Applicant: Capital One Services, LLC

Inventor： Mark WATSON ,  Reza FARIVAR ,  Austin WALTERS ,  Jeremy GOODSITT ,  Vincent PHAM ,  Anh TRUONG ,  Galen RAFFERTY

IPC: G06F16/28 ,  G06N5/04 ,  G06N20/00 ,  G06F7/08

CPC classification number: G06F16/285 ,  G06N5/04 ,  G06N20/00 ,  G06F7/08

Abstract: Disclosed herein are system, method, and apparatus for generating labels for k-means clusters. The method includes accessing a plurality of data records from a database repository, and storing the plurality of data records into at least one of primary or secondary memory associated with at least one computer processor performing the method, along with a cluster number for each data record. All data records having a same cluster number form a cluster, and each record has been categorized or designated a cluster number out of a total K number of clusters. The method includes for each of a plurality of classification features, performing cluster-based analysis for a first cluster with respect to a single feature to generate a single feature overlap score. The method includes sorting, grouping, and generating a naming label for the first cluster based on the predetermined number of features having the lowest overlap scores.

公开(公告)号：US20230136846A1

公开(公告)日：2023-05-04

申请号：US17453409

申请日：2021-11-03

Applicant: Capital One Services, LLC

Inventor： Galen RAFFERTY ,  Austin WALTERS ,  Christopher WALLACE ,  Samuel SHARPE ,  Brian BARR ,  Anh TRUONG ,  Grant EDEN

IPC: G08B21/02 ,  G06K9/00 ,  G08B7/06 ,  G01W1/02 ,  G06N20/20

Abstract: A user device may obtain sensor data related to a physical environment. The user device may process the sensor data to determine that a potential threat exists in the physical environment and a threat score associated with the potential threat. The user device may determine that the threat score satisfies a threat score threshold. The user device may obtain, based on determining that the threat score satisfies the threat score threshold, additional information related to the physical environment. The user device may generate, based on the additional information related to the physical environment and at least one of the sensor data, information indicating the potential threat in the physical environment, or the threat score associated with the potential threat, threat determination information associated with the physical environment. The user device may perform, based on the threat determination information associated with the physical environment, one or more actions.

公开(公告)号：US20230052224A1

公开(公告)日：2023-02-16

申请号：US17444780

申请日：2021-08-10

Applicant: Capital One Services, LLC

Inventor： Jeremy GOODSITT ,  Austin WALTERS ,  Galen RAFFERTY

IPC: G06F40/174 ,  G06F40/221 ,  G06F40/103

Abstract: In some implementations, a device may identify a form field, of a form, that is to be filled with text. The device may determine a formatting for the text that is to be used for filling the form field. The formatting for the text may be determined based on content that is indicative of the formatting that is to be used for filling the form field, or information relating to at least one previous filling of the form field that is associated with a successful submission of the form. The device may modify the text in accordance with the formatting that is determined to obtain formatted text. The device may cause filling of the form field with the formatted text.

公开(公告)号：US20220309229A1

公开(公告)日：2022-09-29

申请号：US17215125

申请日：2021-03-29

Applicant: Capital One Services, LLC

Inventor： Austin WALTERS ,  Vincent PHAM ,  Galen RAFFERTY ,  Alvin HUA ,  Anh TRUONG ,  Ernest KWAK ,  Jeremy GOODSITT

IPC: G06F40/14 ,  G06F40/205 ,  G06N3/08

Abstract: Methods and systems for using a generative adversarial network to generate personalized content in real-time as a user accesses original content. The methods and systems perform the generation through the use of an application programming interface (“API”) layer. Using the API layer, the methods and systems may generate alternative content as a user accesses original content (e.g., a website, video, document, etc.). Upon receiving this original content, the API layer access the generative adversarial network to create personalized alternative content.

公开(公告)号：US20220253865A1

公开(公告)日：2022-08-11

申请号：US17170606

申请日：2021-02-08

Applicant: Capital One Services, LLC

Inventor： Jeremy GOODSITT ,  Kate KEY ,  Vincent PHAM ,  Galen RAFFERTY ,  Anh TRUONG ,  Mark WATSON ,  Reza FARIVAR ,  Austin WALTERS

IPC: G06Q30/00

Abstract: A computer-implemented method for facilitating identification of object coverage information using prior acquisition data, that includes detecting an object acquisition, determining a grouping of the object acquisition from a plurality of groupings, and identifying a corresponding object acquisition within the same grouping as the object acquisition. The method further includes determining the corresponding object acquisition includes coverage protection, and transmitting an alert of the corresponding object acquisition and the coverage protection.

公开(公告)号：US20220253549A1

公开(公告)日：2022-08-11

申请号：US17170714

申请日：2021-02-08

Applicant: Capital One Services, LLC

Inventor： Anh TRUONG ,  Jeremy GOODSITT ,  Alvin HUA ,  Kate KEY ,  Ernest KWAK ,  Vincent PHAM ,  Galen RAFFERTY ,  Austin WALTERS

IPC: G06F21/62 ,  H04L9/08 ,  H04L9/06 ,  G06F21/60 ,  G06N3/04 ,  G06N3/08 ,  G06K9/00

Abstract: A computer-implemented method may include: receiving, from at least one camera, image data associated with a first user at a public access user computing device; detecting, based on the received image data, by employing a machine learning model trained using a dataset of actions collected from a plurality of previous users, that the first user has moved away from the public access user computing device; automatically encrypting, based upon the detection, a user session associated with the first user, wherein the encrypted user session is configured to be subsequently activated by the first user; and initiating a new generic user session on the public access user computing device for a second user.

公开(公告)号：US20220004954A1

公开(公告)日：2022-01-06

申请号：US16918686

申请日：2020-07-01

Applicant: Capital One Services, LLC

Inventor： Galen RAFFERTY ,  Austin WALTERS ,  Jeremy GOODSITT

IPC: G06Q10/06 ,  G06F40/30 ,  G06Q10/10 ,  G06N20/00

Abstract: A workflow generation system may receive communication data identifying a communication created by a user of a client device, and may process the communication data, with a machine learning model, to determine whether a workflow is needed and particular recipients to be included in the workflow. The machine learning model may be trained based on historical communication data, historical workflow data based on natural language processing, and historical response data based on a sentiment analysis. The workflow generation system may generate a proposed workflow when the workflow is determined to be needed and based on the particular recipients, and may provide data identifying the proposed workflow to the client device. The workflow generation system may receive an approval of the proposed workflow from the client device, and cause the communication to be provided to the particular recipients, in a particular order, based on receiving the approval of the proposed workflow.